Home Courses AWS for AI Engineers in 5 Days Day 2
Day 02 SageMaker

SageMaker: Training and Deploying Models

Training jobs, model registry, real-time endpoints, and batch transform — the SageMaker workflow from raw dataset to production API without managing a single server.

~1 hour Intermediate Hands-on Precision AI Academy

Today's Objective

Training jobs, model registry, real-time endpoints, and batch transform — the SageMaker workflow from raw dataset to production API without managing a single server.

Content coming soon.

What's Next

The foundations from today carry directly into Day 3. In the next session the focus shifts to Bedrock and Managed Foundation Models — building directly on everything covered here.

Supporting Videos & Reading

Go deeper with these external references.

YouTube
Training and Deploying Models — Video Walkthroughs Community tutorials and walkthroughs covering the concepts in this lesson.
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YouTube
Training and Deploying Models Explained Deep-dive explanations and live-coding sessions from top educators.
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Official Docs
Official Documentation Primary reference documentation for the technologies covered in this lesson.
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GitHub
Open Source Examples Real-world codebases demonstrating the patterns taught in this lesson.
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Day 2 Checkpoint

Before moving on, verify you can answer these without looking:

Live Bootcamp

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Thu–Fri sessions in Denver, Los Angeles, New York, Chicago, and Dallas. $1,490 per seat. June–October 2026.

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