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Official content for the Fall 2014 Harvard CS109 Data Science course
AdaBoosting Binary Classifier Implementation
Entries for Kaggle All State
Acquired Valued Shopper Challenge Kaggle Competition
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome R frameworks, packages and software.
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
Companion code for YouTube video: https://www.youtube.com/watch?v=Og7CGAfSr_Y&feature=youtu.be
Solutions to some Kaggle competitions
This repo contains some R learning activities we created for the course I for the ColumbiaX series on Data Science and Analytics on edX.
Repo for Coursera.com online course: Practical Machine Learning
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
The Swiftkey Capstone project for the Coursera Data Science Specialization
R code and documentation for "Introduction to Data Science" by Jeffrey Stanton
Ways of doing Data Science Engineering and Machine Learning in R and Python
Code examples from the blog www.datascienceriot.com. Mostly sabermetrics and baseball analysis written in R.
The Leek group guide to data sharing
Driver Telematics Analysis competition hosted on Kaggle: http://www.kaggle.com/c/axa-driver-telematics-analysis
Course materials for Expert Data Wrangling with R. To purchase the videos or watch smaple lessons, visit http://shop.oreilly.com/product/0636920035992.do
hadoop-tutorials
Some custom implementation of popular machine learning algorithms
Code used in Kaggle competitions
2nd Place Solution in Kaggle Airbnb New User Bookings competition
Allstate Purchase Prediction Challenge on Kaggle
my public kaggle code
2nd place solution for Avazu click-through rate prediction competition
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.