https://github.com/lenguyenthedat/minimal-datascience

This repository contains all the code and dataset used in my blog series: Minimal Data Science
https://github.com/lenguyenthedat/minimal-datascience

blog-series data-science kaggle machine-learning python scikit-learn xgboost

Last synced: about 1 year ago
JSON representation

This repository contains all the code and dataset used in my blog series: Minimal Data Science

• Host: GitHub
• URL: https://github.com/lenguyenthedat/minimal-datascience
• Owner: lenguyenthedat
• Created: 2014-07-22T08:45:02.000Z (almost 12 years ago)
• Default Branch: master
• Last Pushed: 2022-12-21T13:08:15.000Z (over 3 years ago)
• Last Synced: 2025-03-27T13:11:07.498Z (about 1 year ago)
• Topics: blog-series, data-science, kaggle, machine-learning, python, scikit-learn, xgboost
• Language: Python
• Homepage: http://lenguyenthedat.com
• Size: 6.41 MB
• Stars: 30
• Watchers: 3
• Forks: 7
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
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.

[![IMAGE ALT TEXT HERE](http://i.imgur.com/ImHqSlT.png)](https://xkcd.com/688)

Chapter-1: [Classify StarCraft 2 players with Python Pandas and Scikit-learn.](https://lenguyenthedat.github.io/minimal-data-science-1-starcraft/)

Chapter-2: [Avazu CTR Prediction with Scikit-learn and Amazon Machine Learning.](https://lenguyenthedat.github.io/minimal-data-science-2-avazu/)

Chapter-3: [Handwritten Digit Recognition with Convolutional Neural Network.](https://lenguyenthedat.github.io/minimal-data-science-3-mnist-neuralnet/)

Chapter-4: [Winning a Data Science challenge.](https://lenguyenthedat.github.io/minimal-data-science-4/)