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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

bayes-net-r-hadoop

Bayesian Network with R and Hadoop

content

Official content for Harvard CS109

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-r

R code and documentation for "Introduction to Data Science" by Jeffrey Stanton

dataanalysis

The lecture slides for Coursera's Data Analysis class

datascience

Code for Data Science at Olin College, Spring 2014.

deepnet

Implementation of some deep learning algorithms.

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

generativeai

inseadjan2014

ipsur

IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

ipython-minibook

Code examples from the IPython minibook, Packt Publishing, by C. Rossant

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

learndatascience

Open Content for self-directed learning in data science

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

mask_classification

Mask classifiction

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

ml-class

Machine learning programming exercises

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

myexperiments

nicar2013

Various documents and code examples for NICAR 2013 presentations.

nlp_games

My Tryst with NLP

notebooks

Some sample IPython notebooks for scikit-learn

pandas-cookbook

Recipes for using Python's pandas library

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

pydata-book

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python_for_data_science

A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.

scikit-learn

scikit-learn: machine learning in Python