/statistics_notebooks_for_students

A collection of Statistics and ML notebooks useful for Graduate Students

Primary LanguageJupyter NotebookThe UnlicenseUnlicense

Statistics Notebooks useful for Graduation Students

What is that ?

A collection of personnal Statistics and Machine Learning jupyter notebooks that I did for my former students to illustrate basics and advanced concepts.

Requirements

  • Jupyter Notebook
  • Specific Language Kernel

(Almost) all about

Notebook Language Course University
all_hypothesis_testing_about_mean R Advanced Statistics EPFL
compute_VAR_portfolio Scilab Monte-Carlo Simulation PSL Dauphine
forecast_lost_objects R Big Data Visualization EFREI
learning_from_blood_transfusion R Predictive Analysis EFREI
sarima_time_series SAS Time Series Analysis Sorbonne