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bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cs1001.py

Recitation notebooks for Extended Introduction to Computer Science with Python as Tel-Aviv University

csv-fingerprint

Qualitative visualization of the data types of CSV files

databricks-apache-spark-2x-certified-developer

Databricks - Apache Spark™ - 2X Certified Developer

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

emr-bootstrap-pyspark

evolutionary-computation-course

Jupyter/IPython notebooks about evolutionary computation.

hello-world

Tutorial

intro2stats

Introduction to Statistics using Python

ipython

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

ipython-notebooks

A collection of IPython notebooks covering various topics.

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

learndatascience

Open Content for self-directed learning in data science

meetup-fall-2013

Slides, code, and other information relating to the Fall 2013 Meetups

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

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

pandas-cookbook

Recipes for using Python's pandas library

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pycon-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

pyliferisk

A python library for life actuarial calculations

pythoncode

My Data Science Python Code

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

spark-scala-tutorial

A free tutorial for Apache Spark.

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

time-series-analysis

Jupyter notebooks covering time-series analysis in Python.

whirlwindtourofpython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

workshops

A few exercises for use at events.