Curriculum For This Course
Video tutorials list
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Introduction
Video Name Time 1. Important: Course Structure 2:41 2. What is Artificial Intelligence (AI)? 10:31 -
Overview
Video Name Time 1. Traditional IT - Overview 6:29 2. What is Cloud Computing? 7:52 3. The Different Types of Cloud Computing 3:19 4. AWS Cloud Overview 8:00 5. Creating an AWS Account 3:23 6. [Important] AWS Console UI Update 1:12 7. Tour of the Console & Services in AWS 3:52 8. Shared Responsibility Model & AWS Acceptable Policy 1:35 -
Course Cost & AWS Budget Setup
Video Name Time 1. Course Cost 1:22 2. AWS Budget Setup 5:04 -
Amazon Bedrock and Generative AI (GenAI)
Video Name Time 1. Section Introduction 0:35 2. What is Generative AI (GenAI)? 10:43 3. Amazon Bedrock - Overview 3:54 4. Amazon Bedrock - Hands On 4:23 5. Amazon Bedrock - Foundation Model (FM) 5:03 6. Amazon Bedrock - Foundation Model (FM) - Hands On 4:56 7. Amazon Bedrock - Fine-Tuning a Model 6:52 8. Amazon Bedrock - FM Evaluation 9:10 9. Amazon Bedrock - FM Evaluation - Hands On 4:21 10. Amazon Bedrock - RAG & Knowledge Base 6:58 11. Amazon Bedrock - RAG & Knowledge Base - Hands On 3:30 12. Amazon Bedrock - RAG & Knowledge Base - Complete Setup - Hands On 11:21 13. More GenAI Concepts 7:14 14. Amazon Bedrock - GuardRails 1:22 15. Amazon Bedrock - GuardRails - Hands On 4:59 16. Amazon Bedrock - Agents 4:54 17. Amazon Bedrock - CloudWatch Integration 1:59 18. Amazon Bedrock - CloudWatch Integration - Hands On 5:04 19. Amazon Bedrock - Pricing 3:58 20. Amazon Bedrock - AI Stylist - Hands On 4:20 21. Amazon Nova 2:44 -
Prompt Engineering
Video Name Time 1. Section Introduction 0:25 2. What is Prompt Engineering? 4:08 3. Prompt Engineering - Hands On 3:07 4. Prompt Performance Optimization 4:44 5. Prompt Performance Optimization - Hands On 2:30 6. Prompt Engineering Techniques 4:41 7. Prompt Templates 4:15 -
Amazon Q - Deep Dive
Video Name Time 1. Section Introduction 0:29 2. Amazon Q Business 7:10 3. Amazon Q Business - Hands On 8:57 4. Amazon Q Apps 0:53 5. Amazon Q Developer 4:07 6. Amazon Q Developer - Hands On 6:28 7. Amazon Q for AWS Services 3:52 8. PartyRock 4:46 -
Artificial Intellignece (AI) & Machine Learning (ML)
Video Name Time 1. Section Introduction 0:39 2. AI, ML, Deep Learning, and GenAI 14:44 3. ML Terms You May Encounter in the Exam 2:53 4. Training Data 5:01 5. Supervised Learning 10:08 6. Unsupervised Learning 5:02 7. Self-Supervised Learning 3:50 8. Reinforcement Learning 5:22 9. RLHF - Reinforcement Learning from Human Feedback 4:01 10. Model Fit, Bias, and Variance 5:47 11. Model Evaluation Metrics 9:47 12. Machine Learning - Inferencing 3:08 13. Phases of a Machine Learning Project 6:27 14. Hyperparameters 5:09 15. When is ML not appropriate? 1:32 -
AWS Managed AI Services
Video Name Time 1. Section Introduction 0:23 2. Why AWS Managed Services? 2:08 3. Amazon Comprehend 3:33 4. Amazon Comprehend - Hands On 4:25 5. Amazon Translate 0:34 6. Amazon Translate - Hands On 2:37 7. Amazon Transcribe 4:18 8. Amazon Transcribe - Hands On 1:44 9. Amazon Polly 1:46 10. Amazon Polly - Hands On 2:11 11. Amazon Rekognition 5:39 12. Amazon Rekognition - Hands On 2:41 13. Amazon Lex 1:52 14. Amazon Lex - Hands On 4:33 15. Amazon Personalize 3:04 16. Amazon Textract 0:56 17. Amazon Textract - Hands On 3:21 18. Amazon Kendra 1:21 19. Amazon Mechanical Turk 2:27 20. Amazon Augmented AI 1:56 21. Amazon Augmented AI - Hands On 2:41 22. Amazon Comprehend Medical & Transcribe Medical 2:33 23. Amazon Comprehend Medical & Transcribe Medical - Hands On 2:15 24. AWS HealthScribe 2:05 25. Amazon's Hardware for AI 4:49 26. Amazon's Hardware for AI - Hands On 2:18 -
Amazon SageMaker - Deep Dive
Video Name Time 1. Section Introduction 0:49 2. Amazon SageMaker AI - Overview 9:38 3. Amazon SageMaker - Hands On 2:53 4. Amazon SageMaker - Data Tools 3:36 5. Amazon SageMaker - Models and Humans 4:56 6. Amazon SageMaker - Governance 5:20 7. Amazon SageMaker - Consoles 4:03 8. Amazon SageMaker - Summary 2:09 9. Amazon SageMaker - Extra Features 1:24 -
AI Challenges and Responsibilities
Video Name Time 1. Section Introduction 0:37 2. AI Challenges and Responsibilities - Overview 2:06 3. Responsible AI 10:05 4. GenAI Challenges 10:20 5. Compliance for AI 4:11 6. Governance for AI 7:22 7. Security and Privacy for AI 6:33 8. GenAI Security Scoping Matrix 2:09 9. MLOps 2:15 -
AWS Security Services & More
Video Name Time 1. Section Introduction 0:53 2. IAM Introduction: Users, Groups, Policies 3:21 3. IAM Users & Groups - Hands On 6:23 4. AWS Console Simultaneous Sign-in 1:47 5. IAM Policies 2:49 6. IAM Policies - Hands On 8:01 7. IAM Roles 1:38 8. IAM Roles - Hands On 2:04 9. Amazon S3 5:06 10. Amazon S3 - Hands On 6:15 11. Amazon S3 - Storage Classes 6:11 12. Amazon S3 - Storage Classes - Hands On 3:19 13. Amazon EC2 3:32 14. Create an EC2 Instance with EC2 User Data to have a Website - Hands On 13:47 15. AWS Lambda 6:15 16. AWS Lambda - Hands On 6:36 17. Amazon Macie 1:02 18. AWS Config 6:45 19. Amazon Inspector 2:28 20. AWS CloudTrail 2:06 21. AWS CloudTrail - Hands On 1:30 22. AWS Artifact 1:47 23. AWS Artifact - Hands On 1:34 24. AWS Audit Manager 1:56 25. AWS Trusted Advisor 3:18 26. VPC & Network Security 6:31 27. AWS Security Services - Summary 3:24 28. Scenarios for Security 4:51 -
Preparing for the Exam + Practice Exam - Aws Certified AI...
Video Name Time 1. State of Learning Checkpoint 6:15 2. Example Sample Exam Questions Walkthrough 12:20 3. Exam Walkthrough and Signup 4:36 4. Save 50% on your AWS Exam Cost! 1:09 5. Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only 1:04 6. AWS Certification Paths 6:05
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