AI Essentials on AWS: Become Certified

سرفصل های دوره

Prepare for the AWS-C01 Exam

1 - Section 1 Getting Started with the Course

1 - A1F-C01-Section-1.pptx

1 - Mock Questions for Section 1 Course Introduction.html

1 - Sec-1-Intro-to-Instructor

1 - Welcome to the Course Domain 1 Task 11

2 - Meet Your Instructor

3 - AWS Cloud Adoption Framework for Artificial Intelligence Domain 1 Task 11

3 - aws-caf-for-ai.pdf

4 - Exam Prep Tips Domain 1 Task 13

4 - aws-caf-for-ai.pdf

5 - AWSAccountManagementReferenceGuide.pdf-accounts-welcome.pdf

5 - AWSAccountManagementReferenceGuide.pdf-manage-acct-creating.pdf

5 - Signing Up for the AWS Free Tier Domain 5 Task 53

5 - iam-ug.pdf-id-users-create.pdf

6 - Cost Management and AWS Budget Setup Domain 5 Task 53

2 - Domain 1 Explain AI and ML Fundamentals

2 - Generative AI and ML Basics.html

7 - Generative AI and Machine Learning Fundamentals Task 11

7 - What is AI.txt

8 - AWS Cloud Adoption Framework for Artificial Intelligence Machine Learning and Generative AI.txt

8 - Basic AI Concepts Task 11

9 - Practical Use Cases for AIML Task 13

10 - AWS Tools for ML Task 13

10 - Resources-to-bookmar.docx

11 - ML Pipelines and AWS Services Task 13

12 - Section 2 Challenge

3 - Domain 2 Build Secure and Resilient AI Solutions

13 - Introduction to Secure AI Architectures Task 21

14 - Capabilities and Limitations of Generative AI for Task 22

15 - Encryption Techniques for AI Workloads Task 23

16 - Managing Access with IAM and SCP Task 23

4 - Amazon Q Business A Practical Guide

4 - Amazon Q Business Basics.html

17 - Introduction to Amazon Q Business Domain 3 Task 31

18 - Amazon Q Business Architecture Domain 3 Task 32

19 - HandsOn Building an Amazon Q Business Application Domain 3 Task 33

20 - Amazon Q Business Use Cases and Considerations Domain 3 Task 34

5 - Advanced Generative AI Concepts

5 - Generative AI Concepts.html

21 - Introduction to Large Language Models LLMs Domain 2 Task 21

22 - Understanding Diffusion Models Domain 2 Task 21

23 - Exploring GANs and VAEs Domain 2 Task 21

24 - Generative AI Tools in AWS Domain 2 Task 22

6 - Amazon Bedrock Your Gateway to Generative AI

6 - Amazon Bedrock Essentials.html

25 - What is Amazon Bedrock Domain 2 Task 21

26 - Exploring Amazon Bedrocks Architecture Domain 2 Task 22

26 - bedrock-AWS-Documentation.pdf

27 - Use Cases of Amazon Bedrock Domain 2 Task 23

28 - HandsOn Exploring Amazon Bedrock in Action Domain 2 Task 23

29 - HandsOn Generating Images with Bedrock Domain 2 Task 23

7 - Improving AI Models and Responsible AI

7 - Improving AI Model.html

30 - Why Improve Foundation Models Domain 3 Task 31

31 - RetrievalAugmented Generation RAG Domain 3 Task 32

32 - FineTuning Models Domain 3 Task 33

33 - Transformers in Artificial Intelligence Domain 3 Task 34

8 - Essentials of Prompt Engineering

8 - Prompt Engineering Essentials.html

34 - Introduction to Prompt Engineering Domain 4 Task 41

35 - Prompt vs FineTuning Domain 4 Task 42

36 - Prompt Engineering Techniques Domain 4 Task 43

37 - Recognizing Prompt Misuses and Risks Domain 4 Task 44

9 - AI Services for Specific Applications

9 - AI Services in Action.html

38 - Amazon Comprehend Language Understanding Domain 1 Task 13

39 - HandsOn Using Amazon Comprehend Domain 1 Task 13

40 - Amazon Textract Document Analysis Domain 1 Task 13

41 - HandsOn Using Amazon Textract for Automation Domain 1 Task 13

42 - Amazon Rekognition Image and Video Analysis Domain 1 Task 13

43 - HandsOn Amazon Rekognition Demo Domain 1 Task 13

44 - Amazon Kendra Search AI Domain 1 Task 13

45 - Introduction to Amazon Transcribe Domain 1 Task 13

46 - HandsOn Setting Up Amazon Kendra Domain 1 Task 13

10 - Responsible AI and Governance

10 - Building Ethical AI Solutions.html

47 - Key Challenges in Responsible AI Domain 4 Task 41

48 - Strategies to Address Bias and Variance Domain 4 Task 42

49 - Core Dimensions of Responsible AI Domain 4 Task 43

50 - AWS Services for Compliance and Governance Domain 5 Task 51

11 - Exam Prep and Tips

51 - Recap and Domain Alignment

52 - Final Tips for Scenario Based Questions

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تولید کننده: Udemy