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IT: Artificial Intelligence & Data
ML Services, Inference, and Safety
Curriculum
1 Section
14 Lessons
30 hours
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Unit 3 — ML Services, Inference, and Safety
14
1.1
Choosing the Right ML Techniques for Different Use Cases
20 mins
1.2
AWS ML Services
20 mins
1.3
Prompt Engineering
20 mins
1.4
Amazon Bedrock Agents
20 mins
1.5
Automating MLOps
20 mins
1.6
Amazon SageMaker Clarify
20 mins
1.7
Understanding Data Types in AI Models
20 mins
1.8
Beyond Text: Multi-modal Models
20 mins
1.9
Summary
20 mins
1.10
Summary
20 mins
1.11
SageMaker Inference
20 mins
1.12
Amazon Bedrock Guardrails
20 mins
1.13
Making Predictions Using Trained Models
20 mins
1.14
Prompt Engineering
20 mins
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