WiDS_Datathon_Tutorials

Binder

Provided by: WiDS Datathon Team

Welcome to your repository of introductory data science tutorials!

This tutorial is aimed to introduce basic data science skills and concepts to datathon participants with little to no background in statistics or computer science. In these Jupyter Notebook tutorials, you will learn to use the Python programming language to explore fundamental statistical concepts and become familiar with various data values, structures and manipulation techniques.

If you do not already have Anaconda installed on your computer, it is highly recommended that you first follow the "Anaconda Installation Guide" to download and install Anaconda to access your Jupyter Notebooks. This will allow you to download and work interactively through your own copy of the tutorial notebooks, and it will set you up with an environment to tackle your datathon challenge should this be the data science platform you choose to use.

Notebook Summary
Anaconda Installation Guide Instructions for Anaconda installation & accessing tutorial notebooks on Jupyter
00_WiDS_Datathon_Upskill_Workshop_10Jan23 "From Couch to Jupyter" Upskill Workshop interactive notebook
01_Intro_to_Jupyter Introduction to Jupyter Notebooks & Python
02_Intro_to_DataStructures Python packages, data structures & basic statistics
03_More_DataStructures Dictionaries, Matrices & Pandas data manipulation



Content adapted from:

Content of tutorial notebooks include references to: