Solution code from my winning submission to Kaggle's PyCon 2015 competition
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Data Science Best Practices with pandas
Scikit-learn tutorials for the Scipy 2013 conference
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic d...
50 scikit-learn tips
National Data Science Bowl
Code for Kaggle Cifar10 competition http://www.kaggle.com/c/cifar-10
Data Science Roadmap from A to Z
Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us...
Workshop: Intro to Python for Data Analysis
Jupyter notebooks from the scikit-learn video series
All the slides, accompanying code and exercises all stored in this repo. 🎈
This repository contains all the code and dataset used in my blog series: Minimal Data Science
Workshop: Python for Data Science
Kaggle | 22nd place solution for RANZCR CLiP - Catheter and Line Position Challenge.