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MLA 017 AWS Local Development

MLA 017 AWS Local Development

Released Saturday, 6th November 2021
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MLA 017 AWS Local Development

MLA 017 AWS Local Development

MLA 017 AWS Local Development

MLA 017 AWS Local Development

Saturday, 6th November 2021
Good episode? Give it some love!
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Try a walking desk to stay healthy while you study or work!

Show notes: ocdevel.com/mlg/mla-17

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 (Lambda, SageMaker Studio, Cloud9

  2. Connect to deployed infrastructure via Client VPN

  3. LocalStack

Infrastructure as Code

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Machine Learning Guide

3
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.

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