This repository contains all the code and dataset used in my blog series: Minimal Data Science
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Chapter-1
Chapter-2
Chapter-3
Chapter-4
README.md
requirements.txt

README.md

Minimal data science blog series

My goal for this minimal data science blog series is not only sharing, tutorializing, but also, making personal notes while learning and working as a Data Scientist. I’m looking forward to receiving any feedback from you.

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Chapter-1: Classify StarCraft 2 players with Python Pandas and Scikit-learn.

Chapter-2: Avazu CTR Prediction with Scikit-learn and Amazon Machine Learning.

Chapter-3: Handwritten Digit Recognition with Convolutional Neural Network.

Chapter-4: Winning a Data Science challenge.