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100-pandas-puzzles

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

2016github_projects

Follow the coursera data scientist course.

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bimbo

Kaggle Grupo Bimbo Project

cloudapp-mp1

Machine Programming Assignment for Cloud Application Course

coursera-data-scientist-tool-box

courses

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

cufflinks

Productivity Tools for Plotly + Pandas

datasciencecoursera

coursera data scientist tool box course

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

exploratory-data-analysis

Exploratory Data Analysis course project 1 and 2

jupyter_notebook

Python Data Sciences

kaggle-airbnb-project

2016 airbnb kaggle project r code

learn_python_the_hard_way

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

machine_learning_examples

A collection of machine learning examples and tutorials.

oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

otto_project

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 ;)

project1

data analysis coursers

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pydata-book

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

python_data_structures

exercise python codes for course homeworks.

red_hat_project

Corporate work for red hat project

side_projects

sql-skills

sql query practice

swirl_courses

A collection of interactive courses for the swirl R package.

usecase_xgboost

Examples for learning xgboost in practice

webpy.github.com

Github pages for webpy.org