Statistics for Data Science

This repo contains notes and exercises in R language in order to learn the basic notions of Statistics used for Data Science.

Content

1. R Basics (week1 - week6)

   • R Cheatsheet

2. Local Measures (Frequency, Relative Frequency, etc)

3. Dispersion Measures: Variance, Stdev, CV

4. Distributions: Skewness, Kurtosis, Excess of Kurtosis

5. The Normal Distribution

6. Probability Review

7. Bernoulli and Binomial Distributions

8. Binomial (Cont.) and Poisson Distributions

LaTeX codecogs For Equations

• https://www.codecogs.com/latex/eqneditor.php#google_vignette