madjelan's repositories
2015
Public material for CS109
awesome-courses
List of awesome university courses for learning Computer Science!
awesome-osx-command-line
Use your OS X terminal shell to do awesome things.
dashboards
Open-source dashboard template for Plotly charts forked from keen.io dashboard templates
DAT8
General Assembly's Data Science course in Washington, DC
data
Open Data Sources
data-1
Data and code behind the stories and interactives at FiveThirtyEight
Data-Science-45min-Intros
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
data-science-ipython-notebooks
Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes
dive-into-machine-learning
Dive into Machine Learning with ipython notebook and scikit-learn
github-cheat-sheet
A list of cool features of Git and GitHub.
go
The Open Source Data Science Masters
IPython-plotly
A collection of data science IPython notebooks with Plotly graphs
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
Mining-the-Social-Web-2nd-Edition
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
pandoc
Universal markup converter
peripheral_brain
A collection of tutorials and posts on data science, quantitiatve research, and scientific programming.
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
python-guide
Python best practices guidebook, written for Humans.
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
python-reference
Python 2.7 Quick Reference
python_reference
Useful functions, tutorials, and other Python-related things
QuantEcon.notebooks
Jupyter notebooks contributed by QuantEcon developers, users and the community
scikit-learn
scikit-learn: machine learning in Python
scikit-learn-videos
IPython notebooks from the scikit-learn video series
xgboost
Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.
You-Dont-Know-JS
A book series on JavaScript. @YDKJS on twitter.