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Public material for CS109
Public Repository for cs109a, 2017 edition
Advanced Scikit-learn training session
Data Science Using Python
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Repository for data science book
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Open Content for self-directed learning in data science
Materials for the "Introduction to Machine Learning" class
Tutorial on scikit-learn and IPython for parallel machine learning
Machine Learning with Text in scikit-learn
Using pandas for Better (and Worse) Data Science
Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/367/
Files for Udemy Course on Algorithms and Data Structures
Python Data Science Handbook: full text in Jupyter Notebooks
Recommender Systems
Scikit-learn tutorial at SciPy2016
Materials for my Pycon 2015 scikit-learn tutorial.
Scikit-Learn Tutorial for PyData Seattle 2015
Scikit-learn tutorials for the Scipy 2013 conference
Materials for my scikit-learn tutorial
Text and supporting code for Think Stats, 2nd Edition
Machine Learning in Python, Keras, Tensorflow
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.