[ WebToolTip.com ] Udemy - Agricultural Bioinformatics Mastery - 100 Production Labs
File List
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/24. Transcriptomics and Gene Expression.mp4 103.4 MB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/90. Observability, Logging, and Reliability.mp4 103.0 MB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/101. Sovereign Deployment and Capstone Project.mp4 102.8 MB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/13. Core Genomic Data Processing.mp4 88.8 MB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/79. Security, Identity, and Compliance.mp4 88.3 MB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/68. Machine Learning and Predictive Breeding.mp4 86.8 MB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/57. Advanced Cloud Infrastructure and Storage.mp4 77.2 MB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/46. Workflow Orchestration with Nextflow.mp4 76.4 MB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/35. Containerization and Reproducibility.mp4 74.2 MB
- ~Get Your Files Here !/12 - Conclusion/112. Conclusion.mp4 66.7 MB
- ~Get Your Files Here !/1 - Introduction to Agricultural Bioinformatics Mastery/1. Introduction.mp4 64.2 MB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/2. Foundations and Local Environment Setup.mp4 47.6 MB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/47. Lab 41 Introduction to Pipeline Orchestration.html 32.3 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/111. Lab 100 Capstone Enterprise AgBio Production Platform.html 21.9 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/108. Lab 97 Final Security Hardening and Penetration Test.html 21.4 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/78. Lab 70 Automated Model Performance Tracking.html 20.8 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/71. Lab 63 Training Ridge Regression BLUP Models in Python.html 20.6 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/81. Lab 72 Implementing Role-Based Access Control (RBAC).html 20.5 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/103. Lab 92 Deploying Kubernetes Clusters for Bio-Workloads.html 20.3 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/62. Lab 55 Integrating Nextflow with AWS Batch.html 20.3 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/67. Lab 60 Building a Multi-Region Data Backup Strategy.html 20.3 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/102. Lab 91 Designing Sovereign Multi-Cloud Infrastructure.html 20.2 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/76. Lab 68 Deploying Scikit-Learn Models as REST APIs.html 20.2 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/96. Lab 86 Managing Disk Space and Cleanup Policies.html 20.1 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/77. Lab 69 Containerizing Machine Learning Inference Engines.html 20.1 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/56. Lab 50 Running a End-to-End Variant Calling Pipeline.html 19.9 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/80. Lab 71 Overview of AgBio Data Governance Mandates.html 19.8 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/4. Lab 2 Installing Git and Managing AgBio Repositories.html 19.8 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/94. Lab 84 Configuring Alertmanager for Failure Notices.html 19.6 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/64. Lab 57 Implementing Serverless Triggers for Pipelines.html 19.6 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/100. Lab 90 Writing Comprehensive Operational Runbooks.html 19.6 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/95. Lab 85 Tracing Execution Bottlenecks with Profilers.html 19.6 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/60. Lab 53 Setting Up AWS CLI and IAM Permissions.html 19.5 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/106. Lab 95 Implementing End-to-End Pipeline Automation.html 19.5 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/44. Lab 39 Testing Reproducibility Across Environments.html 19.5 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/93. Lab 83 Building Grafana Dashboards for Pipeline Health.html 19.5 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/23. Lab 20 Visualizing Genomic Alignments with IGV.html 19.5 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/59. Lab 52 Configuring Object Storage for Raw Genomes.html 19.5 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/110. Lab 99 Dry Run of the Production Deployment Strategy.html 19.5 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/38. Lab 33 Managing Container Security and Vulnerabilities.html 19.5 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/10. Lab 8 Installing Docker for Containerized Tools.html 19.5 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/54. Lab 48 Handling Errors and Retries in Workflows.html 19.4 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/98. Lab 88 Simulating Infrastructure Failures and Recovery.html 19.4 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/58. Lab 51 Designing Cloud Architectures for AgBio Data.html 19.3 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/28. Lab 24 Normalizing Count Data with DESeq2.html 19.3 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/84. Lab 75 Setting Up Audit Logging for Pipeline Access.html 19.3 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/107. Lab 96 Load Testing the Production Architecture.html 19.2 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/51. Lab 45 Creating Processes with Container Directives.html 19.2 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/83. Lab 74 Encrypting Data at Rest and in Transit.html 19.2 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/52. Lab 46 Chaining Processes into a Directed Graph.html 19.2 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/5. Lab 3 Setting Up Python and Essential Numeric Libraries.html 19.1 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/104. Lab 93 Configuring Argo Workflows for Kubernetes.html 19.0 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/89. Lab 80 Preparing Systems for External Security Audits.html 19.0 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/30. Lab 26 Performing Principal Component Analysis (PCA).html 18.9 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/69. Lab 61 Foundations of Genomic Selection Models.html 18.9 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/73. Lab 65 Implementing Random Forest for Trait Prediction.html 18.9 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/25. Lab 21 Principles of RNA-Seq and Gene Expression.html 18.8 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/85. Lab 76 Compliance Checks for Genomic Privacy.html 18.8 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/42. Lab 37 Data Volume Mounts and Permissions Handling.html 18.8 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/75. Lab 67 Feature Selection for Environmental Adaptation.html 18.8 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/88. Lab 79 Managing Software Bill of Materials (SBOM).html 18.8 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/82. Lab 73 Managing Secrets with HashiCorp Vault.html 18.8 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/97. Lab 87 Designing High-Availability Execution Nodes.html 18.8 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/92. Lab 82 Setting Up Prometheus for Metric Collection.html 18.7 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/72. Lab 64 Evaluating Model Accuracy with Cross-Validation.html 18.7 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/3. Lab 1 Configuring a Linux Workstation for AgBio.html 18.7 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/15. Lab 12 Quality Control of Raw Reads with FastQC.html 18.7 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/87. Lab 78 Enforcing Network Policies in Cloud Clusters.html 18.7 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/26. Lab 22 Quantifying Transcripts with Salmon.html 18.7 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/36. Lab 31 Advanced Dockerfile Optimization for Omics.html 18.7 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/29. Lab 25 Identifying Differentially Expressed Genes.html 18.7 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/17. Lab 14 Aligning Reads to a Reference Genome with BWA.html 18.7 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/66. Lab 59 Securing S3 Buckets with Encryption Policies.html 18.6 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/40. Lab 35 Introduction to Singularity for HPC Environments.html 18.5 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/20. Lab 17 Generating Alignment Statistics and Metrics.html 18.5 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/70. Lab 62 Preparing Phenotypic and Genotypic Matrices.html 18.5 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/7. Lab 5 Managing Virtual Environments with Conda.html 18.4 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/105. Lab 94 Setting Up Decentralized Data Sharing Nodes.html 18.4 KB
- ~Get Your Files Here !/8 - Module 7 Machine Learning and Predictive Breeding/74. Lab 66 Handling Missing Genomic Data Imputation.html 18.4 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/99. Lab 89 Automated Health Checks for Storage Mounts.html 18.2 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/11. Lab 9 Building Your First AgBio Container Image.html 18.2 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/55. Lab 49 Utilizing Configuration Profiles for Execution.html 18.2 KB
- ~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Capstone Project/109. Lab 98 Creating End-User Documentation and Portals.html 18.2 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/14. Lab 11 Introduction to Next-Generation Sequencing.html 18.2 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/65. Lab 58 Monitoring Cloud Resource Utilization Metrics.html 18.2 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/45. Lab 40 Establishing Container Version Control Policies.html 18.1 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/61. Lab 54 Provisioning Elastic Compute Instances for Jobs.html 18.1 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/48. Lab 42 Installing and Configuring Nextflow Locally.html 18.1 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/32. Lab 28 Gene Ontology Enrichment Analysis in R.html 18.0 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/50. Lab 44 Defining Channels and Input Parameters.html 17.9 KB
- ~Get Your Files Here !/9 - Module 8 Security, Identity, and Compliance/86. Lab 77 Automated Vulnerability Scanning in CI CD.html 17.9 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/9. Lab 7 Writing Basic Bash Scripts for File Parsing.html 17.8 KB
- ~Get Your Files Here !/10 - Module 9 Observability, Logging, and Reliability/91. Lab 81 Implementing Structured Logging in Pipelines.html 17.7 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/21. Lab 18 Calling Variants with BCFtools.html 17.7 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/8. Lab 6 Introduction to Fastq and Fasta Data Formats.html 17.7 KB
- ~Get Your Files Here !/7 - Module 6 Advanced Cloud Infrastructure and Storage/63. Lab 56 Optimizing Storage Costs with Lifecycle Rules.html 17.6 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/27. Lab 23 Importing Abundance Matrices into R.html 17.6 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/43. Lab 38 Managing Resource Limits for Heavy Jobs.html 17.6 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/41. Lab 36 Converting Docker Containers to Singularity.html 17.5 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/19. Lab 16 Indexing BAM Files with Samtools.html 17.5 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/16. Lab 13 Trimming Low-Quality Bases with Trimmomatic.html 17.4 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/31. Lab 27 Generating Volcano Plots for Gene Regulation.html 17.3 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/53. Lab 47 Implementing PublishDir for Output Staging.html 17.3 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/12. Lab 10 Initial Success Parsing a Genomic Dataset.html 17.3 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/37. Lab 32 Multi-Stage Builds for Lightweight Images.html 17.2 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/18. Lab 15 Converting SAM Files to Sorted BAM Formats.html 17.1 KB
- ~Get Your Files Here !/2 - Module 1 Foundations and Local Environment Setup/6. Lab 4 Installing Biopython for Sequence Manipulation.html 17.1 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/34. Lab 30 Packaging Transcriptomic Scripts into Modules.html 16.8 KB
- ~Get Your Files Here !/6 - Module 5 Workflow Orchestration with Nextflow/49. Lab 43 Writing Your First Nextflow Script.html 16.7 KB
- ~Get Your Files Here !/3 - Module 2 Core Genomic Data Processing/22. Lab 19 Filtering VCF Files for High-Confidence SNPs.html 16.4 KB
- ~Get Your Files Here !/4 - Module 3 Transcriptomics and Gene Expression/33. Lab 29 Visualizing Pathway Maps for Stress Response.html 16.4 KB
- ~Get Your Files Here !/5 - Module 4 Containerization and Reproducibility/39. Lab 34 Publishing Images to Public Container Registries.html 16.1 KB
- Get Bonus Downloads Here.url 180 bytes
- ~Get Your Files Here !/Bonus Resources.txt 70 bytes
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