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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

berkeleyx-cs190.1x-scalable-machine-learning

BerkeleyX-CS190.1x-Scalable-Machine-Learning

coursera-r-programming

Johns Hopkins University R Programming by Roger D. Peng, PhD August 4 - September 1 2014

coursera-r-programming-1

Notes from the R programming Coursera course

coursera-statistical-inference

cousera-getting-and-cleaning-data

Record for learning getting and cleaning data on Cousera

datasharing

The Leek group guide to data sharing

ewstools

Tools for automating the testing and evaluation of education early warning system models

exdata_peerassessement_2

exploratory-data-analysis

fly_us

美国大学备考资料 How to apply US colleges

geo-coding-nj-daycare-center

Using geo coding to allocate New Jersey daycare baby centers location, focus on couple of cities.

geomapaboutschoolsafety-crime

Generate geo maps to explore the relationship between crime incidents occurred around city school in Syracuse and the school safety, student academic performance, and behavior.

hedonic-prices

Exercise to estimate impact of neighborhood characteristics on home prices.

learningr

Keep notes about learning R

leetcode-oj

Start from June 22, 2015, basically with Python

mitx-6.00.1x-introduction-to-computer-science-and-programming-using-python

MITx: 6.00.1x Introduction to Computer Science and Programming Using Python

modules

neighborhood-age

Age of Houses in Syracuse NY

programming-collective-intelligence-code

Examples from Programming Collective Intelligence

pydata-book

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

python

Learn the basics of Python. These tutorials are for Python beginners. so even if you have no prior knowledge of Python, you won’t face any difficulty understanding these tutorials.

r-gis

Some functions and scripts for working with GIS in R.

r-ninja

R语言忍者秘笈

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

repdata_peerassessment2

Peer Assessment 2 for Reproducible Research

represearchassign2

reproducible-research

Reproducible Research offered by by Roger D. Peng, PhD, Jeff Leek, PhD, Brian Caffo, PhD on Cousera for Data Secientist Specialist Track

samr

An entry to kaggle's 'Sentiment Analysis on Movie Reviews' competition

statistical-inference

JHU's Statistical Inference - Quizzes