[ TutPig.com ] Machine Learning Bookcamp, Video Edition
File List
- ~Get Your Files Here !/2 - Chapter 1 When machine learning isn’t helpful.mp4 76.7 MB
- ~Get Your Files Here !/1 - Chapter 1 Introduction to machine learning.mp4 75.1 MB
- ~Get Your Files Here !/3 - Chapter 1 Evaluation.mp4 69.3 MB
- ~Get Your Files Here !/21 - Chapter 3 Using the model.mp4 67.8 MB
- ~Get Your Files Here !/10 - Chapter 2 Validating the model.mp4 67.5 MB
- ~Get Your Files Here !/51 - Chapter 8 Preparing the Docker image.mp4 66.3 MB
- ~Get Your Files Here !/25 - Chapter 4 ROC curve and AUC score.mp4 66.0 MB
- ~Get Your Files Here !/28 - Chapter 4 Next steps.mp4 65.1 MB
- ~Get Your Files Here !/20 - Chapter 3 Model interpretation.mp4 63.6 MB
- ~Get Your Files Here !/53 - Chapter 9 Running TensorFlow Serving locally.mp4 62.8 MB
- ~Get Your Files Here !/13 - Chapter 3 Machine learning for classification.mp4 62.7 MB
- ~Get Your Files Here !/50 - Chapter 8 Serverless deep learning.mp4 62.4 MB
- ~Get Your Files Here !/54 - Chapter 9 Model deployment with Kubernetes.mp4 61.2 MB
- ~Get Your Files Here !/40 - Chapter 6 Parameter tuning for XGBoost.mp4 60.8 MB
- ~Get Your Files Here !/49 - Chapter 7 Using the model.mp4 58.8 MB
- ~Get Your Files Here !/26 - Chapter 4 ROC Curve.mp4 57.5 MB
- ~Get Your Files Here !/42 - Chapter 7 Neural networks and deep learning.mp4 56.3 MB
- ~Get Your Files Here !/23 - Chapter 4 Confusion table.mp4 56.2 MB
- ~Get Your Files Here !/22 - Chapter 4 Evaluation metrics for classification.mp4 54.7 MB
- ~Get Your Files Here !/15 - Chapter 3 Feature importance, Part 1.mp4 54.0 MB
- ~Get Your Files Here !/52 - Chapter 9 Serving models with Kubernetes and Kubeflow.mp4 52.9 MB
- ~Get Your Files Here !/55 - Chapter 9 Deploying to Kubernetes.mp4 52.6 MB
- ~Get Your Files Here !/47 - Chapter 7 Saving the model and checkpointing.mp4 52.5 MB
- ~Get Your Files Here !/35 - Chapter 6 Data cleaning.mp4 52.3 MB
- ~Get Your Files Here !/36 - Chapter 6 Decision trees.mp4 52.0 MB
- ~Get Your Files Here !/14 - Chapter 3 Initial data preparation.mp4 51.1 MB
- ~Get Your Files Here !/19 - Chapter 3 Training logistic regression.mp4 50.9 MB
- ~Get Your Files Here !/7 - Chapter 2 Machine learning for regression - again.mp4 50.8 MB
- ~Get Your Files Here !/30 - Chapter 5 Model serving.mp4 50.3 MB
- ~Get Your Files Here !/9 - Chapter 2 Predicting the price.mp4 50.1 MB
- ~Get Your Files Here !/33 - Chapter 5 Deployment.mp4 48.3 MB
- ~Get Your Files Here !/57 - Chapter 9 KFServing transformers.mp4 47.6 MB
- ~Get Your Files Here !/6 - Chapter 2 Target variable analysis.mp4 47.1 MB
- ~Get Your Files Here !/8 - Chapter 2 Linear regression.mp4 45.7 MB
- ~Get Your Files Here !/48 - Chapter 7 Data augmentation.mp4 44.9 MB
- ~Get Your Files Here !/5 - Chapter 2 Exploratory data analysis.mp4 44.8 MB
- ~Get Your Files Here !/46 - Chapter 7 Training the model - again.mp4 43.6 MB
- ~Get Your Files Here !/37 - Chapter 6 Decision tree learning algorithm.mp4 43.3 MB
- ~Get Your Files Here !/29 - Chapter 5 Deploying machine learning models.mp4 42.9 MB
- ~Get Your Files Here !/17 - Chapter 3 Feature engineering.mp4 41.6 MB
- ~Get Your Files Here !/41 - Chapter 6 Next steps.mp4 40.8 MB
- ~Get Your Files Here !/12 - Chapter 2 Using the model.mp4 40.8 MB
- ~Get Your Files Here !/16 - Chapter 3 Feature importance, Part 2.mp4 40.5 MB
- ~Get Your Files Here !/38 - Chapter 6 Random forest.mp4 40.3 MB
- ~Get Your Files Here !/31 - Chapter 5 Managing dependencies.mp4 39.9 MB
- ~Get Your Files Here !/11 - Chapter 2 Regularization.mp4 38.6 MB
- ~Get Your Files Here !/4 - Chapter 2 Machine learning for regression.mp4 38.3 MB
- ~Get Your Files Here !/56 - Chapter 9 Model deployment with Kubeflow.mp4 36.6 MB
- ~Get Your Files Here !/45 - Chapter 7 Training the model.mp4 35.2 MB
- ~Get Your Files Here !/27 - Chapter 4 Parameter tuning.mp4 35.0 MB
- ~Get Your Files Here !/32 - Chapter 5 Docker.mp4 34.8 MB
- ~Get Your Files Here !/44 - Chapter 7 Internals of the model.mp4 33.3 MB
- ~Get Your Files Here !/39 - Chapter 6 Gradient boosting.mp4 32.7 MB
- ~Get Your Files Here !/18 - Chapter 3 Machine learning for classification.mp4 31.2 MB
- ~Get Your Files Here !/43 - Chapter 7 Convolutional neural networks.mp4 30.5 MB
- ~Get Your Files Here !/34 - Chapter 6 Decision trees and ensemble learning.mp4 30.4 MB
- ~Get Your Files Here !/24 - Chapter 4 Precision and recall.mp4 30.1 MB
- ~Get Your Files Here !/Bonus Resources.txt 386 bytes
- Get Bonus Downloads Here.url 176 bytes
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