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courses

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

dat6

DAT6

dat_sf_16

data-science--cheat-sheet

Cheat Sheets

data-science-blogs

A curated list of data science blogs

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datascience2015

Quick notes regarding scripting languages

datasciencecoursera

datasciencecoursera

datasharing

The Leek group guide to data sharing

docker-stacks

Opinionated stacks of ready-to-run Jupyter applications in Docker.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

ds-sf-30

Course materials for General Assembly's Data Science course in San Francisco (12/6/16 - 2/21/17)

ds_projects

dsp

Metis Data Science Bootcamp - Official Prework Repository

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

ga-dat-08

GA Data Science

ga_dat7

General Assembly Data Science 7 course material

ga_dsi_private

gads

materials for GA intro to data science class (2013)

gads-1

General Assembly Data Science Slides and Content

gadsdc

General Assembly Data Science DC

getdata-002

Coursera - Getting and Cleaning Data

ggplot2-tutorial

Quick introduction to ggplot2 (no knowledge of R assumed)

h2o-2

h2o = fast statistical, machine learning & math runtime for bigdata

h2o-world-2015-training

Tutorials and training material

hadoopecosystemtable.github.io

This page is a summary to keep the track of Hadoop related projects, and relevant projects around Big Data scene focused on the open source, free software enviroment.

hdpcd

Hortonworks Certified Developer

lecture_datagiri_deeplearning_tensorflow_feb17

Code, Slides and other material for the talk on Deep Learning using TensorFlow at Datagiri meetup (Feb, 2017)

lectures

Oxford Deep NLP 2017 course