Machine Learning My Way - Self-study and Review Guide

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April 29, 2024

v0.7.0 (April 29, 2024): 173 links for 112 topics

v0.7.0 (April 29, 2024): 173 links for 112 topics.

  • Excellent undergrad econometrics course Mathematical Econometrics I by Roth and Hall.

  • Updated econometrics vs machine learning section with papers and courses from Hal Varian and Susan Athley.

  • Classic probability textbooks added (Blitzstein and Hwang, Wackerly, Mood) along with modern free websites.

  • Links from Econometric Navigator for time series, calculus and linear algebra.

  • Total count is 173 links and 111 topics.

    MLMW: https://docs.google.com/document/d/e/2PACX-1vT9ZkQJDDimZuPgBb7_hUJ40lm8LhqzL45HwIcYRYHw0AQkwA7pcqg0AIE7Gwf3QpAnZ34-BrFrWovO/pub

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← Newer MLMW v0.8.0 (May 10, 2024): three artifacts for the guide, production pipline interview and the ML beginner track Older → 0.5.5 Core machine learning and deep learning textbooks listed in MLMW (all free).
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