Skip to content
Repository contains many notebooks focused on scientific Python usage in tutorial way
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.
Example Data Science Notebook
Python Data Science Handbook
SKLearn Tutorial


All tutorials below are prepared as Jupyter Notebooks

These are:

  • 00_Jupyter - tutorial of basic and advanced usage of Jupyter Notebooks
  • 01_cookbook - very broad tutorial of scientific Python usage in specific applications from statystics and machine learning to signal processing. Also good ways and practices of optimization
  • Bokeh - tutorial of Bokeh visualization
  • Cheatsheets - many cheatsheets about R and Python
  • Example Data Science Notebook - very detailed and well prepared example of notebook about classification on Iris dataset
  • Python Data Science Handbook - great tutorial of most important machine learning Python libraries - NumPy, Pandas, matplotlib and Scikit-Learn. Also IPython chapter
  • SKLearn Tutorial - look at basic Scikit-Learn algorithms
  • Titanic - well prepared and detailed notebook about classification on Titanic dataset
You can’t perform that action at this time.