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PART IV: Bringing AI to Production
Curriculum
2 Sections
13 Lessons
10 Weeks
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Chapter 8: MLOps
8
1.1
MLOps Phases
10 mins
1.2
MLOps Pipeline
10 mins
1.3
Automating MLOps
10 mins
1.4
SageMaker Inference
10 mins
1.5
Inference Optimizations for Large Language Models
10 mins
1.6
Summary
10 mins
1.7
Exam Essentials
10 mins
1.8
Review Questions
10 mins
Chapter 9: Implementing Responsible AI with AWS Services
5
2.1
Key Principles of Responsible AI
10 mins
2.2
ML Governance with SageMaker AI
10 mins
2.3
Amazon SageMaker Clarify
10 mins
2.4
Amazon Bedrock Guardrails
10 mins
2.5
Amazon Bedrock Evaluations
10 mins
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