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  1. Formal science
  2. Mathematics
  3. Applied mathematics
  4. Probability and statistics

Statistics

TODO

Articles

  • The Ten Best Ideas in Statistics

  • What are the most important statistical ideas of the past 50 years?

  • Logistic Regression from scratch

  • A Primer on Private Statistics – Part I

  • Top 10 Ideas in Statistics That Have Powered the AI Revolution

  • Bayes’ Theorem Intuition

Books

  • Statistics Done Wrong (Alex Reinhart)

  • Introduction to Modern Statistics (Mine Çetinkaya-Rundel and Johanna Hardin)

Courses / Videos

  • Introduction to Statistics

  • Statistics with Python

  • Statistics with R

  • Statistical mechanics of deep learning - Surya Ganguli

  • At the Interface of Algebra and Statistics

Links

  • Национальный статистический комитет Республики Беларусь

  • Statistical Thinking for the 21st Century

  • Learning Statistics with R

  • Understanding Statistical Power and Significance Testing (an interactive visualization)

  • ThinkStats2

  • Awesome Bayesian Statistics

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Last updated 2 years ago