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100-pandas-puzzles

100 short data puzzles for pandas, ranging from very easy to super tricky (55% complete)

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

amgit

Modified version of Pro Git

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

blair-walden-project

The Blair Walden Project: in 1845 Henry David Thoreau went to live in the woods... a year later his journal was found.

bypass-paywalls-chrome

Bypass Paywalls for Chrome

content

Official content for Harvard CS109

dat8

General Assembly's Data Science course in Washington, DC

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

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_sci101_kickoff

dsp

Metis Data Science Bootcamp - Official Prework Repository

effectivepython

Effective Python: Source Code and Errata for the Book

go

The Open Source Data Science Masters

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

lab_files

learn-python-the-hard-way

My answer for the book Learn Python The Hard Way

learndatascience

Open Content for self-directed learning in data science

machine-learning-nanodegree

Codes, notes and guides on Udacity's machine learning nanodegree.

mastering-python-data-analysis

Mastering-Python-Data-Analysis

metis-data-science-intro

Intro to Data Science Using Python

numpy-100

100 numpy exercises (100% complete)

numpy_exercises

Numpy exercises.

nyc-dataviz-open-house

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pydata-book

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

python-bootcamp

Python Bootcamp docs and lectures (UC Berkeley)

python-reference

Python Quick Reference

python-resources

Resources for Learning Python

python-web-scraping-tutorial

A Python-based web and data scraping tutorial