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awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-data-engineering

A curated list of data engineering tools for software developers

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-public-datasets

A awesome list of (large-scale) public datasets on the Internet. (On-going collection)

becca

a general purpose learning agent

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-term1-starter-kit

coursera-machine-learning

Coursera Machine Learning - Python code

courses

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

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

data-analysis-coursera

Computing for Data Analysis (Winter 2013)

data-pipelines

Training code for Datapalooza

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-ipython-notebooks

Recently updated with 50 new notebooks! 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.

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

data_mining_with_weka

This repository includes projects from a Business Intelligence class taken at University of Alabama - Birmingham in the Fall of 2014. The projects are based on data mining concepts such as classification, association, decision trees, and clustering using WEKA software.

datasciencecoursera

datascienceresources

Open Source Data Science Resources.

datasharing

The Leek group guide to data sharing

doing_data_science

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

flight_fares

folium

Python Data. Leaflet.js Maps.

free-programming-books

go

The Open Source Data Science Masters

grokking_algorithms

Code for the book Grokking Algorithms (http://manning.com/bhargava)

gs-collections-kata

Training and exercises to learn GS Collections.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ipython

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

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.