Curriculum for DevFest 2017
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0. Setup.ipynb
1. Loading and Exploring Data.ipynb
2. Basic Data Visualization.ipynb
3. Training Models on Datasets.ipynb
4. Supervised Learning.ipynb
5. Unsupervised Learning.ipynb
Introduction.ipynb
README.md
Web Scraping in Python.ipynb

README.md

Introduction to Data Science

Curriculum for DevFest 2017

  • Introduction
  • Level 0: Setup
  • Level 1: Loading and Exploring Data
  • Level 2: Basic Data Visualization
  • Level 3: Training Models on Datasets
  • Level 4: Supervised Learning Problem
  • Level 5: Unsupervised Learning Problem
  • Extras: Web Scraping in Python