Awesome Data Science

An open source DataScience repository to learn and apply for real world problems.

Motivation

This part for dummies who are new on Data Science

This is shortcut path to start studying on Data Science . Just follow steps to understand "What is Data Science and What should study to learn Data Science?"

First of all, Data Science is hottest topic on Computer and Internet farmland nowadays. People have created pretty much data from applications and systems until today and now time to analyze them. The next steps are producing suggestions from these data and creating predictions about future. You can find here biggest question for DataScience ever and hundreds of answers from experts. Our favorite data scientist is Clare Corthell. She is expert of data related systems and hacker, now she has been working on a company as a DataScientist. Clara's blog. This web site helps you to understand exact way to study as a professional data scientist.

Secondly, Our favorite programming language is Python nowadays for #DataScience. Because Python - Pandas library have fully functionality collecting data and analyzing. We use Anaconda to play data and to create applications.

This is the guide Guide to begin a DataScience project.

Swami Chandrasekaran make a Curriculum via Metro map.

by @kzawadz via twitter MarketingDistillery.com

What is Data Science?

MOOC's

Data Sets

Academic Torrents
hadoopilluminated.com
data.gov
freebase.com
usgovxml.com
enigma.io
datahub.io
aws.amazon.com/datasets
databib.org
datacite.org
quandl.com
figshare.com
GeoLite Legacy Downloadable Databases
Quora's Big Datasets Answer
Public Big Data Sets
Houston Data Portal
Kaggle Data Sources
A Deep Catalog of Human Genetic Variation
A community-curated database of well-known people, places, and things
Google Public Data
World Bank Data
NYC Taxi data
Open Data Philly Connecting people with data for Philadelphia
A list of useful sources A blog post includes many data set databases

Bloggers

Wes McKinney - Wes McKinney Blog.
Matthew Russell - Mining The Social Web.
Greg Reda - Greg Reda Personal Blog
Kevin Davenport - Kevin Davenport Personal Blog
Julia Evans - Hacker School alumna
Hakan Kardas - Personal Web Page
Sean J. Taylor - Personal Web Page
Drew Conway - Personal Web Page
Hilary Mason - Personal Web Page
Noah Iliinsky - Personal Blog
Matt Harrison - Personal Blog
Data Science Renee Documenting my path from "SQL Data Analyst pursuing an Engineering Master's Degree" to "Data Scientist"
Vamshi Ambati - AllThings Data Sciene
Prash Chan - Tech Blog on Master Data Management And Every Buzz Surrounding It
Clare Corthell - The Open Source Data Science Masters
Paul Miller Based in the UK and working globally, Cloud of Data's consultancy services help clients understand the implications of taking data and more to the Cloud.
Data Science London Data Science London is a non-profit organization dedicated to the free, open, dissemination of data science. We are the largest data science community in Europe. We are more than 3,190 data scientists and data geeks in our community.
Peter Skomoroch MACHINE LEARNING, DATA MINING, AND MORE
John Myles White Personal Blog
Quora Data Science - Data Science Questions and Answers from experts
Siah a PhD student at Berkeley
Data Science Report MDS, Inc. Helps Build Careers in Data Science, Advanced Analytics, Big Data Architecture, and High Performance Software Engineering
Louis Dorard a technology guy with a penchant for the web and for data, big and small
Machine Learning Mastery about helping professional programmers to confidently apply machine learning algorithms to address complex problems.
Daniel Forsyth - Personal Blog
Data Science Weekly - Weekly News Blog
Revolution Analytics - Data Science Blog
R Bloggers - R Bloggers
The Practical Quant Big data
Micheal Le Gal a data enthusiast who gets hooked on solving intriguing problems and crafting beautiful stories and visualizations with data. Over the past 5 years, He haas applied statistics to solve problems in government, brain sciences, and most recently, retail.
Datascope Anayltics data-driven consulting and design
Yet Another Data Blog Yet Another Data Blog
Spenczar a data scientist at Twitch. I handle the whole data pipeline, from tracking to model-building to reporting.
KD Nuggets Data Mining, Analytics, Big Data, Data, Science not a blog a portal
Meta Brown - Personal Blog
Data Scientist is building the data scientist culture.
WhatSTheBigData is some of, all of, or much more than the above and this blog explores its impact on information technology, the business world, government agencies, and our lives.
Mic Farris Focusing on science, datascience, business, technology, and channeling inner geekness!
Tevfik Kosar - Magnus Notitia
New Data Scientist How a Social Scientist Jumps into the World of Big Data
Harvard Data Science - Thoughts on Statistical Computing and Visualization
Data Science 101 - Learning To Be A Data Scientist
Kaggle Past Solutions
DataScientistJourney
NYC Taxi Visualization Blog
Learning Lover
Huge Trello List of Great Data Science Resources
Dataists
Data-Mania
Data-Magnum
Map Reduce Blog
FastML Blog
P-value - Musings on data science, machine learning and stats.
datascopeanalytics
Digital transformation
Datawrangling
datascientistjourney
Data Mania Blog
The File Drawer - Chris Said's science blog
Emilio Ferrara's web page
DataNews
Reddit TextMining
Periscopic
Hilary Parker
Data Stories
Data Science Lab
Meaning of
Adventures in Data Land
DATA MINERS BLOG
Dataclysm
FlowingData - Visualization and Statistics
Calculated Risk
Applied Data Labs - content and news about data-driven business.

Facebook Accounts

Twitter Accounts

Wes McKinney - Pandas (Python Data Analysis library).
Matthew Russell - Mining the Social Web.
Greg Reda Working @ GrubHub about data and pandas
Kevin Davenport - Organizer of http://sddatascience.com
Julia Evans - Hacker - Pandas - Data Analyze
Hakan Kardas - Data Scientist
Big Data Science - Big Data, Data Science, Predictive Modeling, Business Analytics, Hadoop, Decision and Operations Research.
Ryan Orban - Data scientist, genetic origamist, hardware aficionado
Sean J. Taylor - Social Scientist. Hacker. Facebook Data Science Team. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.
Drew Conway - Data nerd, hacker, student of conflict.
Data Science Central - Data Science Central is the industry's single resource for Big Data practitioners.
Hilary Mason - Data Scientist in Residence at @accel.
Juan Miguel Lavista - Principal Data Scientist @ Microsoft Data Science Team
Data Science Tips - Tips and Tricks for Data Scientists around the world! #datascience #bigdata
Erin Bartolo - Running with #BigData--enjoying a love/hate relationship with its hype. @iSchoolSU #DataScience Program Mgr.
Noah Iliinsky - Visualization & interaction designer. Practical cyclist. Author of vis books: http://www.oreillynet.com/pub/au/4419
Matt Harrison - Opinions of full-stack Python guy, author, instructor, currently playing Data Scientist. Occasional fathering, husbanding, ult|goalt-imate, organic gardening.
Data Science Renee - Documenting my path from SQL Data Analyst pursuing an Engineering Master's Degree to Data Scientist
Vamshi Ambati - Data Science @ PayPal. #NLP, #machinelearning; PhD, Carnegie Mellon alumni (Blog: http://allthingsds.wordpress.com )
Tony Ojeda - Data Scientist | Author | Entrepreneur. Co-founder @DataCommunityDC. Founder @DistrictDataLab. #DataScience #BigData #DataDC
Prash Chan - Solution Architect @ IBM, Master Data Management, Data Quality & Data Governance Blogger. Data Science, Hadoop, Big Data & Cloud.
Clare Corthell - Dev, Design, Data Science @mattermark #hackerei
Paul Miller - Cloud Computing/ Big Data/ Open Data Analyst & Consultant. Writer, Speaker & Moderator. Gigaom Research Analyst.
Data Science London Data Science. Big Data. Data Hacks. Data Junkies. Data Startups. Open Data
dj patil Applying data science to decision making. VP @RelateIQ
Gregory Piatetsky - KDnuggets President, Analytics/Big Data/Data Mining/Data Science expert, KDD & SIGKDD co-founder, was Chief Scientist at 2 startups, part-time philosopher.
Peter Skomoroch - Creating intelligent systems to automate tasks & improve decisions. Entrepreneur, ex Principal Data Scientist @LinkedIn. Machine Learning, ProductRei, Networks
Monica Rogati - Data @ Jawbone. Turned data into stories & products at LinkedIn. Text mining, applied machine learning, recommender systems. Ex-gamer, ex-machine coder; namer.
Jeff Hammerbacher ReTweeting about data science
John Myles White Scientist at Facebook and Julia developer. Author of Machine Learning for Hackers and Bandit Algorithms for Website Optimization. Tweets reflect my views only.
Quora Data Science Quora's data science topic
Data Science Report - Mission is to help guide & advance careers in Data Science & Analytics
Luis Rei - PhD Student. Programming, Mobile, Web. Artificial Intelligence, Intelligent Robotics Machine Learning, Data Mining, Natural Language Processing, Data Science.
Spencer Nelson - Data nerd
Recep Erol - Data Science geek @ Rice University
DataScienceX
Talha Oz - Enjoys ABM, SNA, DM, ML, NLP, HI, Python, Java. Top percentile kaggler/data scientist
Rand Hindi
Big Data Combine - Rapid-fire, live tryouts for data scientists seeking to monetize their models as trading strategies
Tony Baer - IT analyst with Ovum covering Big Data & data management with some systems engineering thrown in.
Domino Data Lab
Terry Timko - InfoGov; Bigdata; Data as a Service; Data Science; Open, Social & Business Data Convergence
Big Data Mania - Data Viz Wiz | Data Journalist | Growth Hacker | Author of Data Science for Dummies (2015)
Chris Said - Data scientist at Twitter
WileyEd - Senior Manager - @Seagate Big Data Analytics | @McKinsey Alum | #BigData + #Analytics Evangelist | #Hadoop, #Cloud, #Digital, & #R Enthusiast
Tasos Skarlatidis - Complex Event Processing, Big Data, Artificial Intelligence and Machine Learning. Passionate about programming and open-source.
Mark Stevenson - Data Analytics Recruitment Specialist at Salt (@SaltJobs) | Analytics - Insight - Big Data - Datascience
Data Vizzard - DataViz, Security, Military
Machine Learning - Live Content Curated by top 1K Machine Learning Experts
Charlie Greenbacker - Director of Data Science at @ExploreAltamira
Emilio Ferrara - #Networks, #MachineLearning and #DataScience. I work on #Social Media. Postdoc at @IndianaUniv
WNYC Data News Team - The data news crew at @WNYC. Practicing data-driven journalism, making it visual and showing our work.
TextDataMiningReddit
Silvia K. Spiva - #DataScience at Cisco
DADI Charles-Abner - #datascientist @Ekimetrics. , #machinelearning #dataviz #DynamicCharts #Hadoop #R #Python #NLP #Bitcoin #dataenthousiast
Kim Rees - Interactive data visualization and tools. Data flaneur.
Kirk Borne - DataScientist, PhD Astrophysicist, Top #BigData Influencer.
Kenneth Cukier - The Economist's Data Editor and co-author of Big Data (http://big-data-book.com ).
Gregory Piatetsky - KDnuggets President, Analytics/Big Data/Data Mining/Data Science expert, KDD & SIGKDD co-founder, was Chief Scientist at 2 startups, part-time philosopher.

Toolboxes - Environment

Hortonworks Sandbox is a personal, portable Hadoop environment that comes with a dozen interactive Hadoop tutorials.
R is a free software environment for statistical computing and graphics.
Python - Pandas - Anaconda Completely free enterprise-ready Python distribution for large-scale data processing, predictive analytics, and scientific computing
Scikit-Learn Machine Learning in Python
Data Science Toolbox - Coursera Course
Data Science Toolbox - Blog
Wolfram Data Science Platform Take numerical, textual, image, GIS or other data and give it the Wolfram treatment, carrying out a full spectrum of data science analysis and visualization and automatically generating rich interactive reports—all powered by the revolutionary knowledge-based Wolfram Language.
Sense Data Science Development Paltform A New Cloud Platform for Data Science and Big Data Analytics Collaborate on, scale, and deploy data analysis and advanced analytics projects radically faster. Use the most powerful tools — R, Python, JavaScript, Redshift, Hive, Impala, Hadoop, and more — supercharged and integrated in the cloud.
Mortardata Solutions, code, and devops for high-scale data science.
Variance Build powerful data visualizations for the web without writing JavaScript
Kite Development Kit The Kite Software Development Kit (Apache License, Version 2.0), or Kite for short, is a set of libraries, tools, examples, and documentation focused on making it easier to build systems on top of the Hadoop ecosystem.
Domino Data Labs Run, scale, share, and deploy your models — without any infrastructure or setup.
Apache Flink A platform for efficient, distributed, general-purpose data processing.
Apache Hama Apache Hama is an Apache Top-Level open source project, allowing you to do advanced analytics beyond MapReduce.
Weka Weka is a collection of machine learning algorithms for data mining tasks.
Octave GNU Octave is a high-level interpreted language, primarily intended for numerical computations.(Free Matlab)

Presentations

Other Awesome Lists

Other amazingly awesome lists can be found in the awesome-awesomeness list.
Awesome Machine Learning A curated list of awesome Machine Learning frameworks, libraries and software.
lists

dandsapptech / awesome-datascience Goto Github PK