Curriculum For This Course

Introduction

2Lectures

Time 00:13:12

Overview

8Lectures

Time 00:35:42

Course Cost & AWS Budget Setup

2Lectures

Time 00:06:26

Amazon Bedrock and Generative AI (GenAI)

21Lectures

Time 01:48:20

Prompt Engineering

7Lectures

Time 00:23:50

Amazon Q - Deep Dive

8Lectures

Time 00:36:42

Artificial Intellignece (AI) & Machine Learning (ML)

15Lectures

Time 01:23:30

AWS Managed AI Services

26Lectures

Time 01:08:10

Amazon SageMaker - Deep Dive

9Lectures

Time 00:34:48

AI Challenges and Responsibilities

9Lectures

Time 00:45:38

AWS Security Services & More

28Lectures

Time 01:55:09

Preparing for the Exam + Practice Exam - Aws Certified AI...

6Lectures

Time 00:31:29

Introduction
	1. Important: Course Structure	2:41
	2. What is Artificial Intelligence (AI)?	10:31

Overview
	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
	1. Course Cost	1:22
	2. AWS Budget Setup	5:04

Amazon Bedrock and Generative AI (GenAI)
	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
	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

Artificial Intellignece (AI) & Machine Learning (ML)
	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
	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
	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
	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
	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...
	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