[ WebToolTip.com ] Coursera - Advanced Deep Learning Architectures Specialization

Creation Time	Aug. 26, 2026, 6:44 p.m.
Last Access Time	Aug. 27, 2026, 10:54 a.m.
File Size	4.0 GB
Keywords	WebToolTip - Coursera Deep Architectures Learning com Advanced Specialization
Total Requests	7
Total Files	531
Magnet Link	Please wait ...
	Download (Magnet Link) Play (Watch Online)

~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/05_demonstration-sampling-quality-comparison-setup.mp4 60.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/02_demonstration-conditional-image-generation-diffusion-setup.mp4 53.1 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/05_demonstration-text-conditioned-diffusion-conditioning.mp4 52.8 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/06_demonstration-sampling-quality-comparison-evaluation.mp4 50.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/03_demonstration-conditional-image-generation-sampling-and-control.mp4 50.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/02_demonstration-optimizer-performance-comparison.mp4 49.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/02_demonstration-understanding-cuda-cores-and-thread-blocks-fundamentals.mp4 49.6 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/07_demonstration-output-quality-evaluation-quality-comparison.mp4 49.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/05_demonstration-multimodal-representation-analysis-representation-geometry.mp4 48.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/03_demonstration-sgd-vs-momentum-comparison.mp4 48.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/06_demonstration-text-conditioned-diffusion-training.mp4 47.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/04_demonstration-visualizing-gradient-flow.mp4 47.1 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/04_demonstration-multimodal-representation-analysis-similarity-evaluation.mp4 47.1 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/03_demonstration-implementing-mixed-precision-training-training-setup.mp4 47.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/06_demonstration-output-quality-evaluation-model-training-and-metrics.mp4 46.7 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/02_demonstration-training-loop-implementation.mp4 46.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/02_demonstration-image-and-text-embedding-alignment-similarity-computation.mp4 46.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/03_demonstration-architecture-comparison-dcgan-anc-cyclegan-design.mp4 46.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/04_demonstration-normalization-training-stability-model-and-training-setup.mp4 45.8 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/03_demonstration-understanding-cuda-cores-and-thread-blocks-parallelism-and-memory.mp4 45.4 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/03_demonstration-regularization-effect-analysis.mp4 45.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/04_demonstration-learning-rate-sensitivity-analysis.mp4 44.9 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/03_demonstration-head-contribution-analysis.mp4 44.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/02_demonstration-skip-connections-in-u-net-architecture-basics.mp4 44.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/03_demonstration-skip-connections-in-u-net-implementation-and-training.mp4 44.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/04_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-scaling.mp4 44.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/02_demonstration-bounding-boxes-vs-segmentation-masks.mp4 44.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/03_demonstration-gru-based-sequence-modeling.mp4 43.7 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/02_demonstration-cpu-vs-gpu-performance-benchmarking-workload-benchmarking.mp4 43.7 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/04_demonstration-gpu-memory-monitoring-and-optimizing-memory-tracking.mp4 43.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/04_demonstration-skip-connections-in-u-net-results-comparison.mp4 43.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/03_demonstration-manual-backpropagation-implementation.mp4 43.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/06_demonstration-vanishing-gradient-illustration-in-rnn.mp4 43.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/02_demonstration-implementing-mixed-precision-training-memory.mp4 42.8 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/04_demonstration-convergence-speed-analysis-model-training.mp4 42.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/03_demonstration-encoding-comparison-positional-encoding-mechanism.mp4 41.8 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/05_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-bottleneck.mp4 41.6 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/04_demonstration-implementing-mixed-precision-training-amp.mp4 40.8 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/02_demonstration-rope-implementation.mp4 40.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/06_demonstration-latent-space-visualization-latent-analysis.mp4 39.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/04_demonstration-image-similarity-using-embedding-distance.mp4 39.9 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/05_demonstration-forward-pass-in-rnns.mp4 39.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/04_demonstration-loss-curves-and-convergence-analysis-training-pipeline.mp4 39.2 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/04_demonstration-encoding-comparison-encoding-impact-analysis.mp4 39.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/05_demonstration-output-quality-evaluation-model-architectures.mp4 39.0 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/07_demonstration-forward-pass-implementation-from-scratch.mp4 38.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/04_demonstration-text-conditioned-diffusion-encoding.mp4 38.3 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/04_demonstration-feature-map-visualization.mp4 36.7 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/02_demonstration-multi-head-attention-in-transformer.mp4 36.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/02_demonstration-distance-metrics-comparison-embedding-setup.mp4 35.3 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/05_demonstration-autoregressive-decoding-in-transformer-decoders-autoregressive.mp4 35.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/05_demonstration-reverse-diffusion-steps-sampling-process.mp4 34.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/06_demonstration-mode-collapse-analysis-model-setup-and-training.mp4 34.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/05_demonstration-latent-space-visualization-model-training.mp4 34.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/06_demonstration-reverse-diffusion-steps-output-analysis.mp4 33.8 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/08_demonstration-similarity-in-latent-space-retrieval-analysis.mp4 33.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/04_demonstration-gan-training-loop-discriminator-and-training-setup.mp4 33.2 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/02_demonstration-lstm-networks-for-sequence-modeling.mp4 33.2 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/04_demonstration-embedding-distance-metrics-similarity-foundations.mp4 33.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/03_demonstration-images-as-multidimensional-tensors.mp4 33.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/05_demonstration-loss-curves-and-convergence-analysis-visualization.mp4 33.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/02_demonstration-large-model-training-setup-architecture-setup.mp4 32.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/02_demonstration-noise-scheduling-techniques-schedule-design.mp4 32.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/03_demonstration-cpu-vs-gpu-performance-benchmarking-neural-training.mp4 32.3 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/04_demonstration-autoregressive-decoding-in-transformer-decoders-core-components.mp4 32.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/05_demonstration-distributed-data-parallel-training-setup-environment-and-data.mp4 31.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/03_demonstration-noise-scheduling-techniques-diffusion-analysis.mp4 31.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/05_demonstration-normalization-training-stability-visualization.mp4 30.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/03_demonstration-convergence-speed-analysis-data-preparation.mp4 30.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/07_demonstration-similarity-in-latent-space-latent-encoding.mp4 30.4 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/02_demonstration-semantic-text-similarity-computation-and-heatmap-analysis.mp4 29.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/07_demonstration-mode-collapse-analysis-diversity-analysis.mp4 29.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/05_demonstration-gan-training-loop-adversarial-training-and-results.mp4 29.2 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/03_demonstration-encoder-forward-pass-in-transformer-encoders-encoder-stack.mp4 29.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/04_demonstration-reverse-diffusion-steps-training-setup.mp4 28.6 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/05_demonstration-embedding-distance-metrics-visualizing-and-ranking-analysis.mp4 28.6 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/04_demonstration-architecture-comparison-model-comparison-and-visualization.mp4 27.7 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/02_demonstration-encoder-forward-pass-in-transformer-encoders-attention-foundations.mp4 27.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/05_demonstration-expert-routing-visualization-capacity-and-load-balancing.mp4 26.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/04_demonstration-detection-and-segmentation-outputs-output-analysis.mp4 26.7 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/03_demonstration-semantic-text-similarity-embedding-space-geometry.mp4 26.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/08_demonstration-loss-computation-and-prediction-flow.mp4 25.3 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/03_demonstration-large-model-training-setup-training-and-optimisation.mp4 24.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/05_demonstration-memory-usage-optimization-benchmark-and-comparison.mp4 24.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/04_autoencoder-and-variational-autoencoder.mp4 24.4 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/03_demonstration-detection-and-segmentation-outputs-model-steup.mp4 24.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/04_demonstration-memory-usage-optimization-model-setup.mp4 23.6 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/03_demonstration-memory-efficient-attention-optimized-attention.mp4 23.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/02_demonstration-gan-training-loop-setup-and-generator-design.mp4 23.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/03_demonstration-gan-training-loop-setup-and-generator-design.mp4 23.4 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/05_demonstration-convergence-speed-analysis-visualization.mp4 23.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/06_demonstration-distributed-data-parallel-training-setup-ddp-training-and-scaling.mp4 22.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/04_recurrent-neural-networks-and-backpropagation.mp4 21.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/05_demonstration-gpu-memory-monitoring-and-optimizing-optimization-technique.mp4 20.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/01_gpu-architecture-and-parallel-computing-for-ai.mp4 20.1 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/02_demonstration-architecture-comparison-setup-and-utilities.mp4 19.4 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/01_dcgan-and-cyclegan-variants.mp4 18.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/03_demonstration-distance-metrics-comparison-similarity-ranking.mp4 18.3 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/04_demonstration-expert-routing-visualization-token-to-expert-routing.mp4 17.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/01_sgd-and-momentum-optimization.mp4 17.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/02_demonstration-memory-efficient-attention-standard-attention-baseline.mp4 16.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/02_learning-rate-scheduling-strategies.mp4 16.4 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/01_object-detection-and-segmentation-architectures.mp4 16.4 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/06_perceptrons-and-multi-layer-networks.mp4 16.3 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/01_self-attention-and-multi-head-attention-explained.mp4 16.0 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/01_rmsprop-and-adam-optimizers.mp4 15.7 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/01_generative-adversarial-networks-gan-fundamentals.mp4 15.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/01_specialization-introduction.mp4 14.8 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/01_specialization-introduction.mp4 14.8 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/01_specialization-introduction.mp4 14.8 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/05_how-neural-networks-learn.mp4 14.7 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/01_similarity-learning-with-visual-embeddings.mp4 14.5 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/01_flash-attention-gqa-and-moe.mp4 14.4 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/01_vision-transformers-and-multimodal-learning.mp4 14.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/02_chain-rule-and-gradient-computation.mp4 14.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/02_convolutional-neural-networks-architecture.mp4 14.2 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/04_introduction-to-deep-learning.mp4 14.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/01_sinusoidal-and-rope-encodings.mp4 13.8 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/01_encoder-and-decoder-architecture.mp4 13.8 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/01_neural-network-training-pipelines.mp4 13.4 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/01_lstm-and-gru-gated-architectures.mp4 13.2 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/01_text-embeddings-and-similarity-learning.mp4 12.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/03_course-introduction.mp4 12.5 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/01_dropout-and-weight-decay-techniques.mp4 12.4 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/03_course-introduction.mp4 12.3 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/01_computer-vision-as-multidimensional-learning.mp4 12.1 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/01_backpropagation-intuition-and-mathematics.mp4 11.7 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/02_batchnorm-and-layernorm-explained.mp4 11.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/07_demonstration-text-conditioned-diffusion-guidance.mp4 11.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/01_u-net-design-for-diffusion.mp4 11.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/01_ddpm-diffusion-process.mp4 10.9 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/01_distributed-transformer-training.mp4 10.6 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/01_mixed-precision-and-multi-gpu-training-strategies.mp4 10.2 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/01_model-parallelism-and-gpu-based-inference-optimization.mp4 9.9 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/02_course-introduction.mp4 9.9 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/01_latent-diffusion-models.mp4 9.5 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.mp4 8.8 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.mp4 8.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.mp4 8.0 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/03_demonstration-image-and-text-embedding-alignment-retrieval-visualization.mp4 4.8 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/football_playing.jpeg 3.7 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/mountain_view.jpg 1.9 MB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/beach sunset.jpeg 1.6 MB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Distance_Metrics_Comparison.ipynb 1.3 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Output_Quality_Evaluation.ipynb 1.0 MB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Latent_Space_Visualization.ipynb 551.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Mode_Collapse_Analysis.ipynb 479.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Image_Similarity_Using_Embedding_Distance .ipynb 464.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Noise_Scheduling_Techniques.ipynb 359.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Gan_Training_Loop.ipynb 352.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/Cuda_Cores_Thread_Blocks.ipynb 298.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Reverse_Diffusion_Steps.ipynb 240.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/GPU_Profiling_Memory_Bottlenecks.ipynb 230.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Skip_Connections_Unet.ipynb 227.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/train.jpg 201.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Rope_Implementation.ipynb 195.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Expert_Routing_Visualization.ipynb 187.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/CPU_vs_GPU_Benchmarking.ipynb 186.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Similarity_In_Latent_Space.ipynb 167.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Sampling_Quality_Comparison.ipynb 158.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module1/Architecture_Comparison.ipynb 156.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/GPU_Memory_Monitoring_Optimization.ipynb 155.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/Mixed_Precision_Training_AMP.ipynb 131.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/food.jpg 128.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Text_Conditioned_Diffusion.ipynb 124.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/bicycle_riding.jpg 102.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module2/Conditional_Image_Generation.ipynb 95.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/forest.jpg 76.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/Module3/Distributed_Data_Parallel_Training.ipynb 71.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/street.jpg 61.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/laptop and tea.jpg 58.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/dog_running.jpg 36.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/04_course-wrap-up/01_course-wrap-up-and-assessments/01_practice-project-designing-and-deploying-a-conditional-diffusion-generative_instructions.html 18.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/04_course-wrap-up/01_course-wrap-up-and-assessments/01_practice-project-building-a-multimodal-transformer-based-knowledge-and_instructions.html 18.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/03_welcome-to-neural-network-and-vision-system-foundations_instructions.html 15.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Images/cute-cat-spending-time-indoors_23-2150649167.avif 14.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Large_Model_Training_Setup.ipynb 12.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/03_demonstration-architecture-comparison-dcgan-anc-cyclegan-design.en.srt 11.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/02_welcome-to-transformer-architectures-and-multimodal-models_instructions.html 11.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/02_welcome-to-generative-ai-models-and-gpu-systems_instructions.html 11.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Memory_Usage_Optimization.ipynb 11.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/06_gpu-architecture-and-parallel-computing-for-ai_instructions.html 10.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/03_demonstration-gru-based-sequence-modeling.en.srt 10.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/04_course-wrap-up/01_course-wrap-up-and-assessments/01_practice-project-end-to-end-neural-network-and-vision-system_instructions.html 10.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/06_scaling-transformer-systems_instructions.html 10.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/06_production-ready-gpu-deployment-strategies_instructions.html 10.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/05_positional-encoding-methods_instructions.html 9.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/07_scaling-deep-learning-with-gpu-optimization_instructions.html 9.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/06_multimodal-deep-learning_instructions.html 9.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/07_demonstration-output-quality-evaluation-quality-comparison.en.srt 9.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/04_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-scaling.en.srt 9.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/08_advanced-gan-architectures_instructions.html 9.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/04_demonstration-gpu-memory-monitoring-and-optimizing-memory-tracking.en.srt 9.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/03_demonstration-manual-backpropagation-implementation.en.srt 9.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/06_demonstration-vanishing-gradient-illustration-in-rnn.en.srt 9.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/02_demonstration-skip-connections-in-u-net-architecture-basics.en.srt 9.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/03_demonstration-regularization-effect-analysis.en.srt 9.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/02_demonstration-conditional-image-generation-diffusion-setup.en.srt 9.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/04_demonstration-visualizing-gradient-flow.en.srt 9.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/04_demonstration-skip-connections-in-u-net-results-comparison.en.srt 9.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/05_demonstration-multimodal-representation-analysis-representation-geometry.en.srt 9.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/04_demonstration-convergence-speed-analysis-model-training.en.srt 9.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/06_similarity-learning-for-text_instructions.html 9.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Autoregressive_Decoding.py 9.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/02_demonstration-image-and-text-embedding-alignment-similarity-computation.en.srt 9.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/06_training-neural-networks-correctly_instructions.html 9.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/02_demonstration-training-loop-implementation.en.srt 9.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/06_transformer-encoder-decoder-models_instructions.html 9.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/02_demonstration-rope-implementation.en.srt 9.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/08_advanced-diffusion-architectures_instructions.html 9.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/06_demonstration-latent-space-visualization-latent-analysis.en.srt 9.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/06_efficient-transformer-design_instructions.html 9.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/05_demonstration-sampling-quality-comparison-setup.en.srt 9.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/04_demonstration-normalization-training-stability-model-and-training-setup.en.srt 9.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/04_gated-recurrent-networks-solving-long-term-dependency-problems_instructions.html 9.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/06_demonstration-output-quality-evaluation-model-training-and-metrics.en.srt 8.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/05_backpropagation-step-by-step_instructions.html 8.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/04_demonstration-image-similarity-using-embedding-distance.en.srt 8.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/04_demonstration-multimodal-representation-analysis-similarity-evaluation.en.srt 8.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/06_demonstration-sampling-quality-comparison-evaluation.en.srt 8.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/07_u-net-architecture-guide_instructions.html 8.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/03_demonstration-head-contribution-analysis.en.srt 8.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/03_demonstration-sgd-vs-momentum-comparison.en.srt 8.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Multimodal_Representation_Analysis.py 8.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/02_demonstration-large-model-training-setup-architecture-setup.en.srt 8.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/03_demonstration-understanding-cuda-cores-and-thread-blocks-parallelism-and-memory.en.srt 8.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/05_demonstration-forward-pass-in-rnns.en.srt 8.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/02_demonstration-optimizer-performance-comparison.en.srt 8.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/03_demonstration-conditional-image-generation-sampling-and-control.en.srt 8.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/04_attention-mechanisms-from-context-weighting-to-multi-head-representations_instructions.html 8.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/02_demonstration-noise-scheduling-techniques-schedule-design.en.srt 8.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/06_demonstration-mode-collapse-analysis-model-setup-and-training.en.srt 8.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/02_demonstration-bounding-boxes-vs-segmentation-masks.en.srt 8.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/05_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-bottleneck.en.srt 8.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/04_demonstration-encoding-comparison-encoding-impact-analysis.en.srt 8.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/04_demonstration-learning-rate-sensitivity-analysis.en.srt 8.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/08_gan-training-challenges_instructions.html 8.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/04_demonstration-gan-training-loop-discriminator-and-training-setup.en.srt 8.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/Head_Contribution_Analysis.py 8.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/07_demonstration-forward-pass-implementation-from-scratch.en.srt 8.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Encoder_Forward_Pass.py 8.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/03_demonstration-encoding-comparison-positional-encoding-mechanism.en.srt 8.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/09_autoencoders-and-vaes_instructions.html 8.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/02_demonstration-cpu-vs-gpu-performance-benchmarking-workload-benchmarking.en.srt 8.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/05_demonstration-distributed-data-parallel-training-setup-environment-and-data.en.srt 8.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/05_demonstration-text-conditioned-diffusion-conditioning.en.srt 8.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/04_demonstration-feature-map-visualization.en.srt 8.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/05_demonstration-latent-space-visualization-model-training.en.srt 8.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/06_demonstration-text-conditioned-diffusion-training.en.srt 8.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/Convergence_Speed_Analysis.py 8.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/02_demonstration-multi-head-attention-in-transformer.en.srt 8.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/06_regularization-and-normalization-methods_instructions.html 8.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/05_demonstration-output-quality-evaluation-model-architectures.en.srt 8.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/03_pytorch-explained-libraries-workflows-and-advanced-features_instructions.html 8.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/03_demonstration-skip-connections-in-u-net-implementation-and-training.en.srt 8.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/06_adaptive-optimization-algorithms_instructions.html 7.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/02_demonstration-understanding-cuda-cores-and-thread-blocks-fundamentals.en.srt 7.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/04_module-wrap-up-and-assessment/01_module-summary-gpu-systems-and-scalable-deep-learning_instructions.html 7.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/05_object-detection-and-segmentation_instructions.html 7.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/08_demonstration-similarity-in-latent-space-retrieval-analysis.en.srt 7.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/05_gradient-descent-optimization_instructions.html 7.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Encoding_Comparison.py 7.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/07_understanding-rnns-sequence-modeling-and-gradient-challenges_instructions.html 7.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/04_demonstration-reverse-diffusion-steps-training-setup.en.srt 7.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/02_demonstration-lstm-networks-for-sequence-modeling.en.srt 7.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/03_demonstration-noise-scheduling-techniques-diffusion-analysis.en.srt 7.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/04_module-wrap-up-and-assessment/01_module-summary-multimodal-and-similarity-based-models_instructions.html 7.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 2/Memory_Efficient_Attention.ipynb 7.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/07_demonstration-similarity-in-latent-space-latent-encoding.en.srt 7.5 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/04_module-wrap-up-and-assessment/01_module-summary-complete-transformer-architectures_instructions.html 7.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/04_module-wrap-up-and-assessment/01_module-summary-generative-representation-learning_instructions.html 7.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/05_demonstration-reverse-diffusion-steps-sampling-process.en.srt 7.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/04_autoencoder-and-variational-autoencoder.en.srt 7.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/04_module-wrap-up-and-assessment/01_module-summary-diffusion-and-flow-based-generation_instructions.html 7.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/Normalization_Training_Stability.py 7.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/04_demonstration-loss-curves-and-convergence-analysis-training-pipeline.en.srt 7.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/04_recurrent-neural-networks-and-backpropagation.en.srt 7.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/02_demonstration-semantic-text-similarity-computation-and-heatmap-analysis.en.srt 7.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/05_similarity-learning-for-images_instructions.html 7.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/09_neural-network-fundamentals-explained_instructions.html 7.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/05_computer-vision-fundamentals_instructions.html 7.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/08_demonstration-loss-computation-and-prediction-flow.en.srt 7.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/03_demonstration-implementing-mixed-precision-training-training-setup.en.srt 7.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/07_demonstration-mode-collapse-analysis-diversity-analysis.en.srt 6.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/01_gpu-architecture-and-parallel-computing-for-ai.en.srt 6.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/04_demonstration-implementing-mixed-precision-training-amp.en.srt 6.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/07_diffusion-models-overview_instructions.html 6.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Semantic_Text_Similarity.py 6.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/04_module-wrap-up-and-assessment/01_module-summary-sequence-models-and-attention-foundations_instructions.html 6.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/03_demonstration-images-as-multidimensional-tensors.en.srt 6.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/02_demonstration-distance-metrics-comparison-embedding-setup.en.srt 6.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Image_and_Text_Embedding_Alignment.py 6.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/05_demonstration-gan-training-loop-adversarial-training-and-results.en.srt 6.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Loss_Curves_and_Convergence_Analysis.py 6.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/03_demonstration-cpu-vs-gpu-performance-benchmarking-neural-training.en.srt 6.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/05_demonstration-sampling-quality-comparison-setup.en.txt 6.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/02_demonstration-skip-connections-in-u-net-architecture-basics.en.txt 6.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/04_demonstration-skip-connections-in-u-net-results-comparison.en.txt 6.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/02_demonstration-implementing-mixed-precision-training-memory.en.srt 6.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/03_demonstration-manual-backpropagation-implementation.en.txt 6.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/04_demonstration-visualizing-gradient-flow.en.txt 6.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/05_demonstration-expert-routing-visualization-capacity-and-load-balancing.en.srt 6.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/Embedding_Distance_Metrics.py 6.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/Regularization_Effect_Analysis.py 6.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/03_demonstration-sgd-vs-momentum-comparison.en.txt 6.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/05_demonstration-multimodal-representation-analysis-representation-geometry.en.txt 6.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/05_demonstration-autoregressive-decoding-in-transformer-decoders-autoregressive.en.srt 6.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/02_demonstration-conditional-image-generation-diffusion-setup.en.txt 6.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/06_demonstration-vanishing-gradient-illustration-in-rnn.en.txt 6.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/03_demonstration-architecture-comparison-dcgan-anc-cyclegan-design.en.txt 6.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/04_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-scaling.en.txt 6.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/04_demonstration-encoding-comparison-encoding-impact-analysis.en.txt 6.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/03_demonstration-image-and-text-embedding-alignment-retrieval-visualization.en.srt 6.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/04_demonstration-architecture-comparison-model-comparison-and-visualization.en.srt 6.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/02_demonstration-image-and-text-embedding-alignment-similarity-computation.en.txt 6.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/05_demonstration-normalization-training-stability-visualization.en.srt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/07_demonstration-output-quality-evaluation-quality-comparison.en.txt 6.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/02_demonstration-training-loop-implementation.en.txt 6.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/03_demonstration-large-model-training-setup-training-and-optimisation.en.srt 6.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/04_demonstration-embedding-distance-metrics-similarity-foundations.en.srt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/04_demonstration-text-conditioned-diffusion-encoding.en.srt 6.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/04_demonstration-detection-and-segmentation-outputs-output-analysis.en.srt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/02_demonstration-gan-training-loop-setup-and-generator-design.en.srt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/03_demonstration-gan-training-loop-setup-and-generator-design.en.srt 6.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/04_demonstration-convergence-speed-analysis-model-training.en.txt 6.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/04_demonstration-multimodal-representation-analysis-similarity-evaluation.en.txt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/06_demonstration-reverse-diffusion-steps-output-analysis.en.srt 6.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/04_demonstration-gpu-memory-monitoring-and-optimizing-memory-tracking.en.txt 6.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/02_demonstration-rope-implementation.en.txt 5.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/05_demonstration-gpu-memory-monitoring-and-optimizing-optimization-technique.en.srt 5.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/04_demonstration-normalization-training-stability-model-and-training-setup.en.txt 5.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/04_demonstration-autoregressive-decoding-in-transformer-decoders-core-components.en.srt 5.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/03_demonstration-convergence-speed-analysis-data-preparation.en.srt 5.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/06_demonstration-sampling-quality-comparison-evaluation.en.txt 5.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/Multi_Head_Attention_in_Transformer.py 5.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/06_demonstration-output-quality-evaluation-model-training-and-metrics.en.txt 5.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/02_learning-rate-scheduling-strategies.en.srt 5.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/04_demonstration-image-similarity-using-embedding-distance.en.txt 5.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/03_demonstration-encoder-forward-pass-in-transformer-encoders-encoder-stack.en.srt 5.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/01_similarity-learning-with-visual-embeddings.en.srt 5.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/03_demonstration-head-contribution-analysis.en.txt 5.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/05_demonstration-forward-pass-in-rnns.en.txt 5.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/03_demonstration-regularization-effect-analysis.en.txt 5.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/07_demonstration-forward-pass-implementation-from-scratch.en.txt 5.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/03_demonstration-gru-based-sequence-modeling.en.txt 5.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/03_demonstration-understanding-cuda-cores-and-thread-blocks-parallelism-and-memory.en.txt 5.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/04_module-wrap-up-and-assessment/01_module-summary-neural-network-core-foundations_instructions.html 5.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/03_demonstration-conditional-image-generation-sampling-and-control.en.txt 5.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/02_demonstration-optimizer-performance-comparison.en.txt 5.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/LSTM_Networks_for_Sequence_Modeling.py 5.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/06_demonstration-latent-space-visualization-latent-analysis.en.txt 5.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/04_module-wrap-up-and-assessment/01_module-summary-foundations-of-computer-vision-and-cnns_instructions.html 5.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/01_self-attention-and-multi-head-attention-explained.en.srt 5.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/04_demonstration-learning-rate-sensitivity-analysis.en.txt 5.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/03_demonstration-encoding-comparison-positional-encoding-mechanism.en.txt 5.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/04_demonstration-feature-map-visualization.en.txt 5.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/03_demonstration-skip-connections-in-u-net-implementation-and-training.en.txt 5.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/Optimizer_Performance_Comparison.py 5.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/02_demonstration-cpu-vs-gpu-performance-benchmarking-workload-benchmarking.en.txt 5.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Detection_and_Segmentation_Outputs.py 5.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/04_module-wrap-up-and-assessment/01_module-summary-regularization-and-normalization-strategies_instructions.html 5.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/05_demonstration-text-conditioned-diffusion-conditioning.en.txt 5.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/01_generative-adversarial-networks-gan-fundamentals.en.srt 5.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/05_demonstration-memory-usage-optimization-benchmark-and-comparison.en.srt 5.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/02_demonstration-bounding-boxes-vs-segmentation-masks.en.txt 5.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/06_demonstration-text-conditioned-diffusion-training.en.txt 5.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/05_demonstration-loss-curves-and-convergence-analysis-visualization.en.srt 5.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/02_demonstration-encoder-forward-pass-in-transformer-encoders-attention-foundations.en.srt 5.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/04_demonstration-memory-usage-optimization-model-setup.en.srt 5.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/02_demonstration-noise-scheduling-techniques-schedule-design.en.txt 5.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/06_demonstration-mode-collapse-analysis-model-setup-and-training.en.txt 5.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/02_demonstration-understanding-cuda-cores-and-thread-blocks-fundamentals.en.txt 5.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/01_sgd-and-momentum-optimization.en.srt 5.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/04_demonstration-gan-training-loop-discriminator-and-training-setup.en.txt 5.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/06_demonstration-distributed-data-parallel-training-setup-ddp-training-and-scaling.en.srt 5.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/SGD_vs_Momentum_Comparison .py 5.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/GRU_Based_Sequence_Modeling.py 5.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/08_demonstration-similarity-in-latent-space-retrieval-analysis.en.txt 5.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Training_Loop_Implementation.py 5.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/05_demonstration-profiling-gpu-utilization-and-memory-bottlenecks-bottleneck.en.txt 5.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/03_demonstration-implementing-mixed-precision-training-training-setup.en.txt 5.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/05_demonstration-distributed-data-parallel-training-setup-environment-and-data.en.txt 5.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/03_demonstration-detection-and-segmentation-outputs-model-steup.en.srt 5.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/03_demonstration-noise-scheduling-techniques-diffusion-analysis.en.txt 5.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/01_object-detection-and-segmentation-architectures.en.srt 5.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/02_convolutional-neural-networks-architecture.en.srt 5.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/03_demonstration-semantic-text-similarity-embedding-space-geometry.en.srt 5.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/02_demonstration-architecture-comparison-setup-and-utilities.en.srt 5.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/05_demonstration-latent-space-visualization-model-training.en.txt 5.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/05_demonstration-embedding-distance-metrics-visualizing-and-ranking-analysis.en.srt 5.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 2/Learning_Rate_senstivity.py 5.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/03_demonstration-memory-efficient-attention-optimized-attention.en.srt 4.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/05_demonstration-output-quality-evaluation-model-architectures.en.txt 4.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/05_demonstration-reverse-diffusion-steps-sampling-process.en.txt 4.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/06_perceptrons-and-multi-layer-networks.en.srt 4.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/01_rmsprop-and-adam-optimizers.en.srt 4.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Visualizing_Gradient_Flow.py 4.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/02_demonstration-multi-head-attention-in-transformer.en.txt 4.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/01_dcgan-and-cyclegan-variants.en.srt 4.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/02_demonstration-large-model-training-setup-architecture-setup.en.txt 4.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Bounding_Box_vs_Segmentation_Mask.py 4.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/Vanishing_Gradient_Illustration.py 4.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/04_demonstration-loss-curves-and-convergence-analysis-training-pipeline.en.txt 4.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/02_demonstration-lstm-networks-for-sequence-modeling.en.txt 4.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/01_backpropagation-intuition-and-mathematics.en.srt 4.7 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/04_recurrent-neural-networks-and-backpropagation.en.txt 4.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/02_demonstration-distance-metrics-comparison-embedding-setup.en.txt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/01_specialization-introduction.en.srt 4.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/01_specialization-introduction.en.srt 4.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/01_specialization-introduction.en.srt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/04_demonstration-reverse-diffusion-steps-training-setup.en.txt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/02_demonstration-implementing-mixed-precision-training-memory.en.txt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/07_demonstration-similarity-in-latent-space-latent-encoding.en.txt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/01_gpu-architecture-for-deep-learning/01_gpu-architecture-and-parallel-computing-for-ai.en.txt 4.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/04_demonstration-implementing-mixed-precision-training-amp.en.txt 4.5 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/01_encoder-and-decoder-architecture.en.srt 4.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/04_autoencoder-and-variational-autoencoder.en.txt 4.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/03_demonstration-images-as-multidimensional-tensors.en.txt 4.5 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/02_demonstration-memory-efficient-attention-standard-attention-baseline.en.srt 4.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/01_text-embeddings-and-similarity-learning.en.srt 4.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/08_demonstration-loss-computation-and-prediction-flow.en.txt 4.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/04_introduction-to-deep-learning.en.srt 4.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/01_sinusoidal-and-rope-encodings.en.srt 4.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/07_demonstration-mode-collapse-analysis-diversity-analysis.en.txt 4.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/01_lstm-and-gru-gated-architectures.en.srt 4.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/05_how-neural-networks-learn.en.srt 4.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/01_vision-transformers-and-multimodal-learning.en.srt 4.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/03_demonstration-cpu-vs-gpu-performance-benchmarking-neural-training.en.txt 4.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/02_chain-rule-and-gradient-computation.en.srt 4.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/01_neural-network-training-pipelines.en.srt 4.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/01_flash-attention-gqa-and-moe.en.srt 4.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/05_demonstration-autoregressive-decoding-in-transformer-decoders-autoregressive.en.txt 4.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/05_demonstration-gan-training-loop-adversarial-training-and-results.en.txt 4.2 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/05_demonstration-normalization-training-stability-visualization.en.txt 4.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/05_demonstration-expert-routing-visualization-capacity-and-load-balancing.en.txt 4.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/02_batchnorm-and-layernorm-explained.en.srt 4.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/04_demonstration-embedding-distance-metrics-similarity-foundations.en.txt 4.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/04_demonstration-text-conditioned-diffusion-encoding.en.txt 4.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/01_dropout-and-weight-decay-techniques.en.srt 4.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/03_demonstration-convergence-speed-analysis-data-preparation.en.txt 4.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/03_demonstration-image-and-text-embedding-alignment-retrieval-visualization.en.txt 4.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/02_demonstration-semantic-text-similarity-computation-and-heatmap-analysis.en.txt 4.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/03_demonstration-large-model-training-setup-training-and-optimisation.en.txt 4.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/06_demonstration-reverse-diffusion-steps-output-analysis.en.txt 3.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/04_demonstration-autoregressive-decoding-in-transformer-decoders-core-components.en.txt 3.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/04_demonstration-detection-and-segmentation-outputs-output-analysis.en.txt 3.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 1/RNN_Forward_Pass.py 3.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/03_demonstration-encoder-forward-pass-in-transformer-encoders-encoder-stack.en.txt 3.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/03_demonstration-distance-metrics-comparison-similarity-ranking.en.srt 3.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/02_learning-rate-scheduling-strategies.en.txt 3.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/04_demonstration-expert-routing-visualization-token-to-expert-routing.en.srt 3.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/04_demonstration-memory-usage-optimization-model-setup.en.txt 3.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/01_similarity-learning-with-visual-embeddings.en.txt 3.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/02_demonstration-gan-training-loop-setup-and-generator-design.en.txt 3.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/03_demonstration-gan-training-loop-setup-and-generator-design.en.txt 3.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/05_demonstration-convergence-speed-analysis-visualization.en.srt 3.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/05_demonstration-loss-curves-and-convergence-analysis-visualization.en.txt 3.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/04_demonstration-architecture-comparison-model-comparison-and-visualization.en.txt 3.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/03_attention-and-multi-head-attention-mechanisms/01_self-attention-and-multi-head-attention-explained.en.txt 3.6 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/01_ddpm-diffusion-process.en.srt 3.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/02_demonstration-encoder-forward-pass-in-transformer-encoders-attention-foundations.en.txt 3.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Image_as_Multidimensional_Tensors.py 3.5 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/03_demonstration-memory-efficient-attention-optimized-attention.en.txt 3.5 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/05_demonstration-memory-usage-optimization-benchmark-and-comparison.en.txt 3.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Manual_Backpropagation_Implementation.py 3.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/05_demonstration-gpu-memory-monitoring-and-optimizing-optimization-technique.en.txt 3.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/01_u-net-design-for-diffusion.en.srt 3.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/05_demonstration-embedding-distance-metrics-visualizing-and-ranking-analysis.en.txt 3.4 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/01_gradient-descent-optimization-methods/01_sgd-and-momentum-optimization.en.txt 3.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/03_demonstration-semantic-text-similarity-embedding-space-geometry.en.txt 3.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/01_object-detection-and-segmentation-architectures.en.txt 3.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/02_object-detection-and-image-segmentation/03_demonstration-detection-and-segmentation-outputs-model-steup.en.txt 3.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/02_convolutional-neural-networks-architecture.en.txt 3.3 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/01_rmsprop-and-adam-optimizers.en.txt 3.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/01_dcgan-and-cyclegan-variants.en.txt 3.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/06_demonstration-distributed-data-parallel-training-setup-ddp-training-and-scaling.en.txt 3.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/01_model-parallelism-and-gpu-based-inference-optimization.en.srt 3.2 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/02_generative-adversarial-networks/01_generative-adversarial-networks-gan-fundamentals.en.txt 3.2 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/01_distributed-transformer-training.en.srt 3.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/03_advanced-gan-architectures/02_demonstration-architecture-comparison-setup-and-utilities.en.txt 3.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/03_course-introduction.en.srt 3.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/06_perceptrons-and-multi-layer-networks.en.txt 3.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/01_specialization-introduction.en.txt 3.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/01_specialization-introduction.en.txt 3.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/01_specialization-introduction.en.txt 3.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 3/Feature_Map_Visualization.py 3.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/02_long-short-term-memory-lstm-and-gated-recurrent-units-gru/01_lstm-and-gru-gated-architectures.en.txt 3.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/01_latent-diffusion-models.en.srt 3.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/01_vision-transformers-and-multimodal-models/01_vision-transformers-and-multimodal-learning.en.txt 3.0 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/01_backpropagation-intuition-and-mathematics.en.txt 3.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/01_transformer-encoder-and-decoder-models/01_encoder-and-decoder-architecture.en.txt 3.0 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/01_mixed-precision-and-multi-gpu-training-strategies.en.srt 2.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/02_demonstration-memory-efficient-attention-standard-attention-baseline.en.txt 2.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/02_similarity-learning-for-language-models/01_text-embeddings-and-similarity-learning.en.txt 2.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/01_computer-vision-as-multidimensional-learning.en.srt 2.9 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/02_positional-encoding-techniques/01_sinusoidal-and-rope-encodings.en.txt 2.8 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/01_flash-attention-gqa-and-moe.en.txt 2.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/04_introduction-to-deep-learning.en.txt 2.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/03_similarity-learning-for-vision/03_demonstration-distance-metrics-comparison-similarity-ranking.en.txt 2.8 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/03_course-introduction.en.srt 2.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/05_how-neural-networks-learn.en.txt 2.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/02_backpropagation-and-gradient-flow/02_chain-rule-and-gradient-computation.en.txt 2.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/03_training-loops-and-model-convergence/01_neural-network-training-pipelines.en.txt 2.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/02_batchnorm-and-layernorm-explained.en.txt 2.7 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/02_course-introduction.en.srt 2.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/03_regularization-and-normalization-strategies/01_dropout-and-weight-decay-techniques.en.txt 2.6 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/02_complete-transformer-architectures/03_efficient-transformer-components/04_demonstration-expert-routing-visualization-token-to-expert-routing.en.txt 2.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Forward_Pass_Implementation_from_Scratch.py 2.5 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/07_demonstration-text-conditioned-diffusion-guidance.en.srt 2.5 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/02_optimization-and-regularization-techniques/02_adaptive-optimizers-explained/05_demonstration-convergence-speed-analysis-visualization.en.txt 2.4 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/01_diffusion-model-fundamentals/01_ddpm-diffusion-process.en.txt 2.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/02_u-net-diffusion-architectures/01_u-net-design-for-diffusion.en.txt 2.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/02_efficient-model-training-on-gpus/01_mixed-precision-and-multi-gpu-training-strategies.en.txt 2.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/03_gpu-systems-and-scalable-deep-learning/03_large-scale-gpu-optimization-and-deployment/01_model-parallelism-and-gpu-based-inference-optimization.en.txt 2.1 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.srt 2.1 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/03_multimodal-and-similarity-based-models/03_scaling-transformer-training-systems/01_distributed-transformer-training.en.txt 2.1 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/01_latent-diffusion-models.en.txt 2.0 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/03_course-introduction.en.txt 1.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.srt 1.9 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/03_foundations-of-computer-vision-and-cnns/01_computer-vision-and-cnn-fundamentals/01_computer-vision-as-multidimensional-learning.en.txt 1.9 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/01_generative-representation-learning/01_autoencoder-and-vae-architectures/03_course-introduction.en.txt 1.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/Module 1/Loss_Computation _and_Prediction_Flow.py 1.8 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/01_neural-network-core-foundations/01_neural-network-fundamentals-from-scratch/02_course-introduction.en.txt 1.7 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/02_diffusion-and-flow-based-generation/03_advanced-diffusion-and-flow-matching/07_demonstration-text-conditioned-diffusion-guidance.en.txt 1.6 KB
~Get Your Files Here !/neural-networks-computer-vision-foundations/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.txt 1.4 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.srt 1.3 KB
~Get Your Files Here !/generative-ai-models-gpu-systems/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.txt 1.3 KB
~Get Your Files Here !/transformer-architectures-multimodal-models/04_course-wrap-up/01_course-wrap-up-and-assessments/02_course-summary.en.txt 915 bytes
Get Bonus Downloads Here.url 180 bytes
~Get Your Files Here !/Bonus Resources.txt 70 bytes
~Get Your Files Here !/transformer-architectures-multimodal-models/01_sequence-models-and-attention-foundations/01_recurrent-neural-networks-rnn-foundations/Module 3/tempCodeRunnerFile.py 8 bytes

[ WebToolTip.com ] Coursera - Advanced Deep Learning Architectures Specialization

File List

Download Torrent

Related Resources

Copyright Infringement