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WiDS CAMBRIDGE DATATHON WORKSHOP 2020

Setup for the Competition:

Follow the Instructions on /workshop_materials/Instruction_sheet.pdf.

Machine Learning Tutorial:

Read through the ipython notebooks -- the .ipynb files -- in /workshop_materials/. To view the notebooks as slides, in terminal:

cd wids_datathon_2020/workshop_materials
jupyter nbconvert [notebook_name.ipynb] --to slides --post serve

Replace [notebook_name.ipynb] with the name of the notebook you wish to view as slides.

Starter Code for Classification Task:

• Part I: Data Exploration
• Part II: Logistic Regression and Decision Tree Models for Classification
• Part III: Neural Network Models for Classification

Data and Starter Code for Preparing Your Kaggle Competition:

• Code for Downloading Data and Submitting Results

• Link to Kaggle site

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