Machine Learning GuideThe Ship It Podcast

Go beyond the fundamentals of machine learning and join creator & host Tyler Renelle as he covers intuition, models, math, languages, frameworks, and more. Machine Learning Guide is an audio course that boasts millions of downloads and has helped a ton of aspiring engineers learn the ropes when it comes to these rapidly evolving technologies.


MLA 017 AWS Local Development


Show notes:

Developing on AWS first (SageMaker or other)

Consider developing against AWS as your local development environment, rather than only your cloud deployment environment. Solutions:

  1. Stick to AWS Cloud IDEs (LambdaSageMaker StudioCloud9
  2. Connect to deployed infrastructure via Client VPN

  3. LocalStack

Infrastructure as Code

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