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AWS MLA-C01

发表于2025-06-14|更新于2025-12-19|Certification
|字数总计:3|阅读时长:1分钟|阅读量:
AWS
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目录
  1. 前言
  2. 知识点
  3. 1. Intro to AWS
    1. Cloud Computing
    2. AWS Regions
  4. 2. AWS GEN AI
    1. Intro to GEN AI
    2. AWS Bedrock
    3. Bedrock - Fundamental Model
    4. Bedrock - Fine Tuning a Model
    5. Bedrock - FM Evaluation
    6. Bedrock - RAG & Knowledge Base
    7. GenAI Concepts
    8. Bedrock - Guardrails
    9. AWS Bedrock - Agents
    10. Bedrock - CloudWatch Integration
    11. Bedrock - Pricing
  5. 3. Prompt Engineering
    1. What is Prompt Engineering
    2. Prompt Performance Optimization
    3. Prompt Engineering Techniques
    4. Prompt Templates
  6. 4. AWS Q
    1. AWS Q Business
    2. AWS Q App
    3. AWS Q Developer
    4. AWS Q + AWS Services
  7. 5. AI & ML
    1. AI, ML, Deep Learning, GenAI
    2. ML Terms
    3. Training Data
    4. Supervised Learning
    5. Unsupervised Learning
    6. Self-Supervised Learning
    7. Reinforcement Learning
    8. RLHF
    9. Model Fit, Bias and Variance
    10. Model Evaluation Metrics
    11. Machine Learning – Inferencing
    12. Phases of Machine Learning Project
    13. Hyperparameter
  8. 6. AWS Managed AI Services
    1. AWS Comprehend
    2. AWS Translate
    3. AWS Transcribe
    4. AWS Polly
    5. AWS Rekognition
    6. AWS Lex
    7. AWS Personalize
    8. AWS Textract
    9. AWS Kendra
    10. AWS Mechanical Turk
    11. AWS Augmented AI (A2I)
    12. AWS Transcribe Medical
    13. AWS Comprehend Medical
    14. AWS Hardware for AI
  9. 7. AWS SageMaker
    1. AWS SageMaker AI
    2. SageMaker Data Tools
    3. SageMaker - Models and Humans
    4. SageMaker - Governance
    5. SageMaker Consoles
  10. 8. AI Challenges and Responsibilities
    1. Responsible AI
    2. GenAI Challenges
    3. Governance of AI
    4. Security and Privacy for AI Systems
  11. 9. AWS Services
    1. AWS IAM
    2. IAM Permissions
    3. IAM Polices
    4. IAM Roles
    5. AWS S3 (Simple Storage Service)
    6. S3 Storage Classes
    7. AWS EC2 (Elastic Compute Cloud)
    8. AWS Lambda
    9. AWS Macie
    10. AWS Config
    11. AWS Inspector
    12. AWS CloudTrail
    13. AWS Artifact
    14. AWS Audit Manager
    15. AWS Trusted Advisor
    16. AWS VPC
    17. AWS PrivateLink
    18. Site to Site VPN & Direct Connect
    19. AWS Client VPN
    20. AWS Transit Gateway
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