Master statistics & machine learning: intuition, math, code, A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.
Highest Rated, Created by Mike X Cohen
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What you'll learn
- Descriptive statistics (mean, variance, etc)
- Inferential statistics
- T-tests, correlation, ANOVA, regression, clustering
- The math behind the "black box" statistical methods
- How to implement statistical methods in code
- How to interpret statistics correctly and avoid common misunderstandings
- Coding techniques in Python and MATLAB/Octave
- Machine learning methods like clustering, predictive analysis, classification, and data cleaning
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