1. 🏠 Home
  2. Introduction to AWS & Cloud Computing
    ❱
    1. Traditional IT Overview
    2. What is Cloud Computing
    3. Different Types of Cloud Computing
    4. AWS Cloud Overview
    5. AWS Shared Responsibility Model & AWS Acceptable Policy
    6. Quiz 1
  4. AWS AI (AWS Bedrock)
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    1. What is Generative AI?
    2. Amazon Bedrock Overview
    3. Amazon Bedrock - Hands On
    4. Amazon Bedrock - Foundational Model
    5. Foundational Model - Hands On
    6. Fine Tuning a Model
    7. FM Evaluation
    8. FM Evaluation - Hands On
    9. RAG & Knowledge Bases
    10. RAG & Knowledge Bases - Hands On
    11. More GenAI Concepts
    12. Guardrails
    13. Guardrails - Hands On
    14. Agents
    15. Cloudwatch Integration
    16. Cloudwatch Integration - Hands On
    17. Pricing
    18. AI Stylist - Hands On
    19. Quiz
  6. AWS AI (Prompt Engineering)
    ❱
    1. What is Prompt Engineering?
    2. Prompt Engineering - Hands On
    3. Prompt Performance Optimization
    4. Prompt Performance Optimization - Hands On
    5. Prompt Engineering Techniques
    6. Prompt Templates
    7. Quiz
  8. AWS AI (Amazon Q)
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    1. Amazon Q Business
    2. Amazon Q Apps
    3. Amazon Q Developer
    4. Amazon Q Developer - Hands On
    5. Amazon Q for AWS Services
    6. Partystock
    7. Quiz
  10. AWS AI (AI, ML, DL)
    ❱
    1. AI,ML, DL and GenAI
    2. ML Terms you may encounter during the exam
    3. Training Data
    4. Supervised Learning
    5. Unsupervised Learning
    6. Self-supervised Learning
    7. Reinforcement Learning
    8. RLHF - Reinforcement Learning from Human Feedback
    9. Model Fit, Bias, and Variance
    10. Model Evaluation Metrics
    11. Machine Learning - Inferencing
    12. Phases of Machine Learning Project
    13. Hyperparameters
    14. When is ML not appropriate?
    15. Quiz
  12. AWS Managed AI Services
    ❱
    1. Why AWS Managed Services?
    2. Amazon Comprehend
    3. Amazon Comprehend - Hands On
    4. Amazon Translate
    5. Amazon Translate - Hands On
    6. Amazon Transcribe
    7. Amazon Transcribe - Hands On
    8. Amazon Polly
    9. Amazon Polly - Hands On
    10. Amazon Rekognition
    11. Amazon Rekognition - Hands On
    12. Amazon Lex
    13. Amazon Lex - Hands On
    14. Amazon Personalize
    15. Amazon Textract
    16. Amazon Textract - Hands On
    17. Amazon Kendra
    18. Amazon Mechanical Turk
    19. Amazon Augmented AI
    20. Amazon Augmented AI - Hands On
    21. Amazon Comprehend Medical & Transcribe Medical
    22. Amazon Comprehend Medical & Transcribe Medical - Hands On
    23. Amazon Hardware for AI
    24. Amazon Hardware for AI - Hands On
    25. Quiz
  14. SageMaker
    ❱
    1. Sagemaker Overview
    2. Sagemaker Hands On
    3. Data Tools
    4. Models and Humans
    5. Governance
    6. Consoles
    7. Amazon Sagemaker Summary
    8. Amazon Sagemaker - Extra Features
    9. Quiz
  16. AI Challenges and Responsibilities
    ❱
    1. AI Challenges and Responsibilities - Overview
    2. Responsible AI
    3. GENAI Challenges
    4. Compliance for AI
    5. Governance for AI
    6. Security and Privacy for AI
    7. GenAI Security Scoping Matrix
    8. MLOPs
    9. Quiz
  18. AWS Security & More
    ❱
    1. IAM Intro: Users, Groups, Policies
    2. IAM Users and Groups - Hands On
    3. AWS Console Simultaneous Sign-in
    4. IAM Policies
    5. IAM Policies - Hands On
    6. IAM Roles
    7. IAM Roles - Hands On
    8. Amazon S3
    9. Amazon S3 Hands On
    10. Amazon S3 Storage Classes
    11. Amazon S3 Storage Classes - Hands On
    12. Amazon EC2
    13. Website Creation on EC2 - Hands On
    14. AWS Lambda
    15. AWS Lambda - Hands On
    16. Amazon Macie
    17. AWS Config
    18. Amazon Inspector
    19. AWS Cloudtrail
    20. AWS Cloudtrail - Hands On
    21. AWS Artifact
    22. AWS Artifact - Hands On
    23. AWS Audit Manager
    24. AWS Trusted Advisor
    25. VPC and Network Security
    26. AWS Security Services - Summary
    27. Scenarios for Security
    28. Quiz
  20. Practice Test