Description
A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.
WHAT YOU WILL LEARN
- Descriptive statistics
- 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