Machine learning audio course, teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models (shallow and deep), math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with highly-curated resources for each episode's details at ocdevel.com. Audio is a great supplement during exercise, commute, chores, etc.
https://ocdevel.com/mlg
episode 47: MLA 015 SageMaker 1
Show notes Part 1 of deploying your ML models to the cloud with SageMaker (MLOps)
MLOps is deploying your ML models to the cloud. See MadeWithML for an overview of tooling (also generally a great ML educational run-down.)
- SageMaker
- DataWrangler
- Feature Store
- Ground Truth
- Clarify
- Studio
- AutoPilot
- Debugger
- Distributed Training
And I forgot to mention JumpStart, I'll mention next time.