Data Science Examples
01_numpy_basics.py
data_analysis/01_numpy_basics.py
python
02_pandas_basics.py
data_analysis/02_pandas_basics.py
python
03_visualization.py
data_analysis/03_visualization.py
python
04_statistics.py
data_analysis/04_statistics.py
python
05_data_cleaning.py
data_analysis/05_data_cleaning.py
python
06_pandas_eda.ipynb
data_analysis/06_pandas_eda.ipynb
json
07_visualization_matplotlib.ipynb
data_analysis/07_visualization_matplotlib.ipynb
json
01_probability_review.py
statistics/01_probability_review.py
python
02_sampling_estimation.py
statistics/02_sampling_estimation.py
python
03_hypothesis_testing.py
statistics/03_hypothesis_testing.py
python
04_regression_analysis.py
statistics/04_regression_analysis.py
python
05_bayesian_basics.py
statistics/05_bayesian_basics.py
python
06_bayesian_inference.py
statistics/06_bayesian_inference.py
python
07_glm.py
statistics/07_glm.py
python
08_time_series.py
statistics/08_time_series.py
python
09_multivariate.py
statistics/09_multivariate.py
python
10_nonparametric.py
statistics/10_nonparametric.py
python
11_hypothesis_testing.ipynb
statistics/11_hypothesis_testing.ipynb
json
12_regression_analysis.ipynb
statistics/12_regression_analysis.ipynb
json
README.md
statistics/README.md
markdown