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Personal curation of ML/data science learning resources

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Data Science/ML Learning Resources

Personal curation of learning resources. Work in progress.

Probability/Math

  1. Intuitive Introduction to Probability
  2. Introduction to Linear Algebra for Applied Machine Learning with Python

Statistics/Experimentation

  1. Intro to Hypothesis Testing - jbstatistics, khan academy
  2. Experimentation in Other Companies

Data Engg/SQL

  1. Learning Path for Data Engineering

General DS/ML

  1. 10-601 Machine Learning by CMU
  2. Intro To ML with Coders
  3. Time Series Analysis - ritvikmath

Machine Learning Engineering Resources

  1. Eugene Yan - Applied ML resources
  2. A Practical Guide to Maintaining Machine Learning in Production

Interview Questions

  1. List of 200 SQL Queries for Practice Before Interview
  2. Data Science Interview Prep
  3. 40 Probability & Statistics Data Science Interview Questions
  4. OVER 100 Data Scientist Interview Questions and Answers!
  5. PRACTICE QUESTIONS ON BAYES’S FORMULA AND ON PROBABILITY
  6. rbhatia46/Data-Science-Interview-Resources

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Personal curation of ML/data science learning resources

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data-science machine-learning statistics sql tutorials

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