Stats-Maths-with-Python
Jupyter Notebooks on the topics of statistical analysis, mathematics, and numerical/sceintific computing (in Python).
Requirements
- Python 3.6+
- NumPy (
$ pip install numpy) - Pandas (
$ pip install pandas) - Scikit-learn (
$ pip install scikit-learn) - SciPy (
$ pip install scipy) - Statsmodels (
$ pip install statsmodels) - MatplotLib (
$ pip install matplotlib) - Seaborn (
$ pip install seaborn)
Set Algebra basics
Permutations and Combinations
Probability distributions (Discrete)
Linear Regression Methods
R-style Statistical functions written using Python
