Home   Teaching   Presentations   Publications   Graduate Students   Curriculum Vitae   Problems   Contact

Tools in Data Science

Videos, Slides, Notebooks, and Papers about some of Important Tools in Data Science

View on GitHub
    Tools in Data Science:   Python Libraries   Cheat Sheets

Jupyter NoteBooks for Python Libraries

This page contains interesting jupyter notebooks writen by different authors.

Folders:

  • Data-Science-IPython-Notebooks: A collection of interesting jupyter notebooks written by Donne Martin
  • The Data folder contains all data used in the jupyter notebooks.
  • The Images folder contains all images applied in the jupyter notebooks.

Files:

  • Python Tutorial was adapted by Volodymyr Kuleshov and Isaac Caswell from the CS231n Python tutorial by Justin Johnson.

  • Scipy-Lecture-Numpy jupyter notebooks are about Numpy and were created by Scipy Lecture Notes: Tutorials on the scientific Python ecosystem: a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert.

Tools-in-Data-Science is maintained by hhaji. This page was generated by GitHub Pages.