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Public material for CS109
Overview of a project: Food Inspection Forecasting
Lab for Linear and Logistic Regression, SciKit Learn
Lab 5, the first on Machine Learning!
Decison Trees, Random Forrests, Ensemble Methods
AWS, Vagrant, and Spark
Shell script to scrape Harvard CS109 (Intro to Data Science) lecture videos
Data Science Coursera
The Leek group guide to data sharing
Deep Learning Illustrated (2020)
Data Science in 30 Minutes
Resources for studying for SAS certification exams
Plotting Assignment 1 for Exploratory Data Analysis
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
Translation of <Machine Learning Yearning> by Andrew NG
Azure Machine Learning Lab Notebooks
Online LDA for Python (using Variational Bayes)
Repository for Programming Assignment 2 for R Programming on Coursera
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Peer Assessment 1 for Reproducible Research
RTVS documentation and samples
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.