Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/002. 9.1 Foundation Model Performance Metrics and Evaluation.mp4 38.6 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/003. 2.2 Introduction to Machine Learning.mp4 30.0 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/004. 11.3 Prompt Engineering Techniques.mp4 25.8 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/002. 3.1 AI Patterns and Anti-patterns.mp4 24.0 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/007. 11.6 Question Breakdown 1.mp4 23.7 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/007. 6.6 Question Breakdown 2.mp4 23.5 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/007. 13.6 Question Breakdown 2.mp4 23.4 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/002. 14.1 AWS AI Security Services and Features.mp4 23.3 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/002. 4.1 ML Pipeline Components.mp4 22.6 MB
Introduction/001. AWS Certified AI Practitioner (AIF-C01) Introduction.mp4 22.5 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/004. 8.3 Introduction to RAG.mp4 22.1 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/002. 2.1 Basic AI Terminology.mp4 21.6 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/005. 3.4 AWS Managed AIML Services.mp4 21.4 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/003. 10.2 Foundation Model Fine-tuning.mp4 21.3 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/006. 15.5 Question Breakdown 2.mp4 21.3 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/002. 8.1 Pre-trained Model Selection Criteria.mp4 21.2 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/004. 14.3 Secure Data Engineering Best Practices.mp4 20.7 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/007. 12.6 AI Bias and Variance.mp4 20.7 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/005. 14.4 AI Security and Privacy Considerations.mp4 20.6 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/009. 12.8 Question Breakdown 1.mp4 20.2 MB
08. DAY 5 Owning a Domain & Securing the Website/09. Troubleshooting.mp4 233.3 MB
30. DAY 24 Automatic Load Balancer on EKS with Ingress/02. Install the AWS Load Balancer Controller.mp4 232.8 MB
18. DAY 15 Connect multiple Containers through Networking/08. Project Set up Wordpress, phpMyAdmin, MariaDB in a Multi-Container Environment.mp4 226.2 MB
06. DAY 3 [optional] Self-Hosting Alternatives (Raspberry Pi, Virtual Machines)/04. [Virtual Machine path] Configure SSH in VirtualBox.mp4 223.4 MB
15. DAY 11 Diving into AWS Networking/08. Example Customize Security Groups for SSH Traffic.mp4 221.4 MB
23. DAY 18 [optional] Deploy a Wordpress Blog on ECS with RDS [Project]/04. Sample Solution Host a Wordpress Blog.mp4 210.1 MB
10. DAY 7 Set up your own Registry/02. Comparison of CPU Architectures.mp4 209.7 MB
09. DAY 6 Creating your own Images with Dockerfiles/03. Run a Web Server on AWS App Runner.mp4 207.6 MB
05. DAY 3 Deploying a first Container on a Webserver/10. Troubleshooting EC2 (Watch only in case of problems).mp4 203.1 MB
03. Preparation Linux Shell Crash Course/02. Crash Course Linux Shell.mp4 193.6 MB
08. DAY 5 Owning a Domain & Securing the Website/06. Enable HTTPS for the Website.mp4 188.7 MB
29. DAY 23 Basics of Elastic Kubernetes Services (EKS)/08. Deploying NGINX on Kubernetes with NodePort Access.mp4 182.4 MB