Герои многих моих видео не раз говорили, как важно знать статистику и очень сожалели, что не придали этому предмету должного внимания в университете.
Если вы пропустили статистику мимо ушей или хотите освежить свои знания, то вам точно будут полезные ресурсы ниже по тексту.
Онлайн курсы:
Introduction to Probability & Data (Coursera) — https://www.coursera.org/learn/probability-intro
Linear Regression & Modeling (Duke) — https://www.coursera.org/learn/linear-regression-model
Bayesian Statistics (Duke) — https://www.coursera.org/learn/bayesian
Probabilistic System Analysis & Applied Probability (MIT) — https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/
Bayesian Statistics (UC Santa Cruz) — https://www.coursera.org/learn/bayesian-statistics
CS109: Intro to Probability for Computer Scientists (Stanford University) — http://web.stanford.edu/class/archive/cs/cs109/cs109.1166//handouts/overview.html
Книги:
Statistics in a Nutshell (продается на Amazon)
Computer Age Statistical Inference (Stanford University) — https://web.stanford.edu/~hastie/CASI_files/PDF/casi.pdf
Applied Statistics by David Dalpiaz UIUC — http://daviddalpiaz.github.io/appliedstats/
Penn State University Statistics Courses — https://onlinecourses.science.psu.edu/stat414/
Если вы пропустили статистику мимо ушей или хотите освежить свои знания, то вам точно будут полезные ресурсы ниже по тексту.
Онлайн курсы:
Introduction to Probability & Data (Coursera) — https://www.coursera.org/learn/probability-intro
Linear Regression & Modeling (Duke) — https://www.coursera.org/learn/linear-regression-model
Bayesian Statistics (Duke) — https://www.coursera.org/learn/bayesian
Probabilistic System Analysis & Applied Probability (MIT) — https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/
Bayesian Statistics (UC Santa Cruz) — https://www.coursera.org/learn/bayesian-statistics
CS109: Intro to Probability for Computer Scientists (Stanford University) — http://web.stanford.edu/class/archive/cs/cs109/cs109.1166//handouts/overview.html
Книги:
Statistics in a Nutshell (продается на Amazon)
Computer Age Statistical Inference (Stanford University) — https://web.stanford.edu/~hastie/CASI_files/PDF/casi.pdf
Applied Statistics by David Dalpiaz UIUC — http://daviddalpiaz.github.io/appliedstats/
Penn State University Statistics Courses — https://onlinecourses.science.psu.edu/stat414/