Machine Learning Guide

MLG 017 Checkpoint

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Jun 4, 2017
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ADVICE

Structured Learning Path

  • Follow a precise learning order: Andrew Ng's course, Python, then Scikit-learn or TensorFlow.
  • Allocate daily time for machine learning and math, like linear algebra and calculus, to build a solid foundation.
INSIGHT

Stanford CS229 Deepens Learning

  • Stanford's CS229 recordings cover more algorithms than the Coursera course.
  • Listening to CS229 videos can supplement and deepen understanding beyond the online course.
ADVICE

Build Coding Skills and Portfolio

  • Start coding with Python and TensorFlow to materialize your machine learning skills.
  • Participate in Kaggle competitions to build a portfolio and gain practical experience.
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