Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-datascience
https://github.com/gyleodhis/awesome-datascience
- Here - related systems and a hacker, and has been working on a company as a data scientist. [Clare's blog](http://datasciencemasters.org/). This web site helps you to understand the exact way to study as a professional data scientist.
- Pandas
- Guide
- <img src="https://cloud.githubusercontent.com/assets/182906/19517857/604f88d8-960c-11e6-97d6-16c9738cb824.png" width="150" />
- <img src="http://i.imgur.com/W2t2Roz.png" width="150" />
- <img src="http://i.imgur.com/rb9ruaa.png" width="150" /> - a-data-scientist/).
- <img src="http://i.imgur.com/XBgKF2l.png" width="150" /> - data-science-a-buzzword-modern-data-scientist-defined/)
- <img src="http://i.imgur.com/bM7g2co.png" width="150" /> - science-skill-set-explained/)
- <img src="http://i.imgur.com/l9ZGtal.jpg" width="150" />
- <img src="http://i.imgur.com/b9xYdZB.jpg" width="150" /> - to-become-a-data-scientist-before-you-graduate/) by Berkeley Science Review.
- <img src="http://i.imgur.com/TWkB4X6.png" width="150" />
- <img src="http://i.imgur.com/gtTlW5I.png" width="150" />
- <img src="http://i.imgur.com/3JSyUq1.png" width="150" />
- <img src="http://i.imgur.com/DQqFwwy.png" width="150" />
- <img src="https://www.springboard.com/blog/wp-content/uploads/2016/03/20160324_springboard_vennDiagram.png" width="150" height="150" /> - science-career-paths-different-roles-industry/) by Springboard
- What is Data Science @ O'reilly
- What is Data Science @ Quora
- The sexiest job of 21st century
- What is data science
- What is a data scientist
- Wikipedia
- a very short history of #datascience
- An Introduction to Data Science, PDF
- Data Science Methodology by John Rollins PhD
- A Day in the Life of a Data Scientist by Rutgers University
- A list of colleges and universities offering degrees in data science.
- Data Science Degree @ Berkeley
- Data Science Degree @ UVA
- Data Science Degree @ Wisconsin
- Master of Information @ Rutgers
- MS in Computer Information Systems @ Boston University
- Data Science Engineer @ BTH
- Google Making Sense of Data
- Coursera Introduction to Data Science
- Data Science - 9 Steps Courses, A Specialization on Coursera
- Data Mining - 5 Steps Courses, A Specialization on Coursera
- Machine Learning – 5 Steps Courses, A Specialization on Coursera
- CS 109 Data Science
- Schoolofdata
- OpenIntro
- Data science MOOC
- CS 171 Visualization
- Process Mining: Data science in Action
- Oxford Deep Learning
- Oxford Deep Learning - video
- Oxford Machine Learning
- UBC Machine Learning - video
- Data Science Specialization
- Data Science and Analytics in Context by Edx
- Big Data University by IBM
- Udacity - Deep Learning
- Academic Torrents
- hadoopilluminated.com
- data.gov - The home of the U.S. Government's open data
- United States Census Bureau
- freebase.com
- usgovxml.com
- enigma.io - Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
- datahub.io
- aws.amazon.com/datasets
- databib.org
- datacite.org
- quandl.com - Get the data you need in the form you want; instant download, API or direct to your app.
- figshare.com
- GeoLite Legacy Downloadable Databases
- Quora's Big Datasets Answer
- Public Big Data Sets
- Houston Data Portal
- Kaggle Data Sources
- Kaggle Datasets
- 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
- A list of useful sources
- grouplens.org
- UC Irvine Machine Learning Repository - contains data sets good for machine learning
- research-quality data sets
- National Climatic Data Center - NOAA
- ClimateData.us
- r/datasets
- MapLight - provides a variety of data free of charge for uses that are freely available to the general public. Click on a data set below to learn more
- GHDx - Institute for Health Metrics and Evaluation - a catalog of health and demographic datasets from around the world and including IHME results
- St. Louis Federal Reserve Economic Data - FRED
- New Zealand Institute of Economic Research – Data1850
- Dept. of Politics @ New York University
- Open Data Sources
- UNICEF Statistics and Monitoring
- UNICEF Data
- undata
- NASA SocioEconomic Data and Applications Center - SEDAC
- The GDELT Project
- Sweden, Statistics
- Github free data source list
- StackExchange Data Explorer - an open source tool for running arbitrary queries against public data from the Stack Exchange network.
- San Fransisco Government Open Data
- IBM Blog abour open data
- Open data Index
- 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 - Recurse Center 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
- 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
- Data Science London - profit organization dedicated to the free, open, dissemination of data science.
- Datawrangling
- John Myles White
- Quora Data Science - Data Science Questions and Answers from experts
- Siah
- Data Science Report
- Louis Dorard
- Machine Learning Mastery
- Daniel Forsyth - Personal Blog
- Data Science Weekly - Weekly News Blog
- Revolution Analytics - Data Science Blog
- R Bloggers - R Bloggers
- The Practical Quant
- Micheal Le Gal
- Datascope Anayltics - driven consulting and design
- Yet Another Data Blog
- Spenczar - building to reporting.
- KD Nuggets
- Meta Brown - Personal Blog
- Data Scientist
- WhatSTheBigData
- Mic Farris
- Tevfik Kosar - Magnus Notitia
- New Data Scientist
- 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
- 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.
- O'reilly Learning Blog
- Dominodatalab
- i am trask - A Machine Learning Craftsmanship Blog
- Vademecum of Practical Data Science - Handbook and recipes for data-driven solutions of real-world problems
- Dataconomy - A blog on the new emerging data economy
- Springboard - A blog with resources for data science learners
- Analytics Vidhya - A full-fledged website about data science and analytics study material.
- Occam's Razor - Focused on Web Analytics.
- Data School - Data science tutorials for beginners!
- Data
- Big Data Scientist
- Data Science 101
- Data Science Day
- Data Science Academy
- Facebook Data Science Page
- Data Science London
- Data Science Technology and Corporation
- Data Science - Closed Group
- Center for Data Science
- Big data hadoop NOSQL Hive Hbase
- Analytics, Data Mining, Predictive Modeling, Artificial Intelligence
- Big Data Analytics using R
- Big Data Analytics with R and Hadoop
- Big Data Learnings
- Big Data, Data Science, Data Mining & Statistics
- BigData/Hadoop Expert
- Data Mining / Machine Learning / AI
- Data Mining/Big Data - Social Network Ana
- Vademecum of Practical Data Science
- Veri Bilimi Istanbul
- The Data Science Blog
- Big Data Combine - Rapid-fire, live tryouts for data scientists seeking to monetize their models as trading strategies
- Big Data Mania - Data Viz Wiz | Data Journalist | Growth Hacker | Author of Data Science for Dummies (2015)
- Big Data Science - Big Data, Data Science, Predictive Modeling, Business Analytics, Hadoop, Decision and Operations Research.
- Charlie Greenbacker - Director of Data Science at @ExploreAltamira
- Chris Said - Data scientist at Twitter
- Clare Corthell - Dev, Design, Data Science @mattermark #hackerei
- DADI Charles-Abner - #datascientist @Ekimetrics. , #machinelearning #dataviz #DynamicCharts #Hadoop #R #Python #NLP #Bitcoin #dataenthousiast
- Data Science Central - Data Science Central is the industry's single resource for Big Data practitioners.
- Data Science London
- Data Science Renee - Documenting my path from SQL Data Analyst pursuing an Engineering Master's Degree to Data Scientist
- Data Science Report - Mission is to help guide & advance careers in Data Science & Analytics
- Data Science Tips - Tips and Tricks for Data Scientists around the world! #datascience #bigdata
- Data Vizzard - DataViz, Security, Military
- DataScienceX
- deeplearning4j
- DJ Patil - White House Data Chief, VP @ RelateIQ.
- Domino Data Lab
- Drew Conway - Data nerd, hacker, student of conflict.
- Emilio Ferrara - #Networks, #MachineLearning and #DataScience. I work on #Social Media. Postdoc at @IndianaUniv
- Erin Bartolo - Running with #BigData--enjoying a love/hate relationship with its hype. @iSchoolSU #DataScience Program Mgr.
- Greg Reda
- 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.
- 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.
- Hakan Kardas - Data Scientist
- Hilary Mason - Data Scientist in Residence at @accel.
- Jeff Hammerbacher
- John Myles White
- Juan Miguel Lavista - Principal Data Scientist @ Microsoft Data Science Team
- Julia Evans - Hacker - Pandas - Data Analyze
- Kenneth Cukier - The Economist's Data Editor and co-author of Big Data (http://big-data-book.com ).
- Kevin Davenport - Organizer of http://sddatascience.com
- Kevin Markham - Data science instructor, and founder of [Data School](http://www.dataschool.io/)
- Kim Rees - Interactive data visualization and tools. Data flaneur.
- Kirk Borne - DataScientist, PhD Astrophysicist, Top #BigData Influencer.
- Linda Regber - Data story teller, visualizations.
- Luis Rei - PhD Student. Programming, Mobile, Web. Artificial Intelligence, Intelligent Robotics Machine Learning, Data Mining, Natural Language Processing, Data Science.
- Machine Learning - Live Content Curated by top 1K Machine Learning Experts
- Mark Stevenson - Data Analytics Recruitment Specialist at Salt (@SaltJobs) | Analytics - Insight - Big Data - Datascience
- Matt Harrison - Opinions of full-stack Python guy, author, instructor, currently playing Data Scientist. Occasional fathering, husbanding, ult|goalt-imate, organic gardening.
- Matthew Russell - Mining the Social Web.
- Mert Nuhoğlu
- Monica Rogati - Data @ Jawbone. Turned data into stories & products at LinkedIn. Text mining, applied machine learning, recommender systems. Ex-gamer, ex-machine coder; namer.
- Noah Iliinsky - Visualization & interaction designer. Practical cyclist. Author of vis books: http://www.oreillynet.com/pub/au/4419
- Paul Miller - Cloud Computing/ Big Data/ Open Data Analyst & Consultant. Writer, Speaker & Moderator. Gigaom Research Analyst.
- Peter Skomoroch - Creating intelligent systems to automate tasks & improve decisions. Entrepreneur, ex Principal Data Scientist @LinkedIn. Machine Learning, ProductRei, Networks
- Prash Chan - Solution Architect @ IBM, Master Data Management, Data Quality & Data Governance Blogger. Data Science, Hadoop, Big Data & Cloud.
- Quora Data Science
- R-Bloggers - Tweet blog posts from the R blogosphere, data science conferences and (!) open jobs for data scientists.
- Rand Hindi
- Randy Olson - Computer scientist researching artificial intelligence. Data tinkerer. Community leader for @DataIsBeautiful. #OpenScience advocate.
- Recep Erol - Data Science geek @ UALR
- 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.
- Silvia K. Spiva - #DataScience at Cisco
- Spencer Nelson - Data nerd
- Talha Oz - Enjoys ABM, SNA, DM, ML, NLP, HI, Python, Java. Top percentile kaggler/data scientist
- Tasos Skarlatidis - Complex Event Processing, Big Data, Artificial Intelligence and Machine Learning. Passionate about programming and open-source.
- Terry Timko - InfoGov; Bigdata; Data as a Service; Data Science; Open, Social & Business Data Convergence
- TextDataMiningReddit
- Tony Baer - IT analyst with Ovum covering Big Data & data management with some systems engineering thrown in.
- Tony Ojeda - Data Scientist | Author | Entrepreneur. Co-founder @DataCommunityDC. Founder @DistrictDataLab. #DataScience #BigData #DataDC
- Vamshi Ambati - Data Science @ PayPal. #NLP, #machinelearning; PhD, Carnegie Mellon alumni (Blog: http://allthingsds.wordpress.com )
- Wes McKinney - Pandas (Python Data Analysis library).
- WileyEd - Senior Manager - @Seagate Big Data Analytics | @McKinsey Alum | #BigData + #Analytics Evangelist | #Hadoop, #Cloud, #Digital, & #R Enthusiast
- WNYC Data News Team - The data news crew at @WNYC. Practicing data-driven journalism, making it visual and showing our work.
- What is machine learning?
- Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning
- Deep Learning: Intelligence from Big Data
- Interview with Google's AI and Deep Learning 'Godfather' Geoffrey Hinton
- Introduction to Deep Learning with Python
- What is machine learning, and how does it work?
- Data School - Data Science Education
- Neural Nets for Newbies by Melanie Warrick (May 2015)
- Neural Networks video series by Hugo Larochelle
- Google DeepMind co-founder Shane Legg - Machine Super Intelligence
- Datalab from Google
- Hortonworks Sandbox
- R
- RStudio
- Python - Pandas - Anaconda - ready Python distribution for large-scale data processing, predictive analytics, and scientific computing
- Scikit-Learn
- NumPy - dimensional arrays and matrices and includes an assortment of high-level mathematical functions to operate on these arrays.
- SciPy
- Data Science Toolbox - Coursera Course
- Data Science Toolbox - Blog
- Wolfram Data Science Platform - based Wolfram Language.
- Sense Data Science Development Paltform
- Mortardata - scale data science.
- Variance
- Kite Development Kit
- Domino Data Labs
- Apache Flink - purpose data processing.
- Apache Hama - Level open source project, allowing you to do advanced analytics beyond MapReduce.
- Weka
- Octave - level interpreted language, primarily intended for numerical computations.(Free Matlab)
- Apache Spark - fast cluster computing
- Caffe
- Torch
- Nervana's python based Deep Learning Framework
- Skale - High performance distributed data processing in NodeJS
- Aerosolve - A machine learning package built for humans.
- Intel framework - Intel® Deep Learning Framework
- Datawrapper
- Tensor Flow - TensorFlow is an Open Source Software Library for Machine Intelligence
- Natural Language Toolkit
- nlp-toolkit for node.js
- Julia - level, high-performance dynamic programming language for technical computing.
- IJulia - language backend combined with the Jupyter interactive environment.
- addepar
- amcharts
- anychart
- capsidea
- cartodb
- Cube
- d3plus
- Data-Driven Documents(D3js)
- datahero
- dygraphs
- ECharts
- exhibit
- Gatherplot
- gephi
- ggplot2
- Glue
- Google Chart Gallery
- highcarts
- import.io
- jqplot
- Matplotlib
- nvd3
- Opendata-tools - list of open source data visualization tools
- Openrefine
- plot.ly
- raw
- rcharts
- techanjs
- tenxer
- Timeline
- variancecharts
- vida
- Wolframalpha
- Wrangler
- r2d3
- NetworkX - High-productivity software for complex networks
- ICML - International Conference on Machine Learning
- epjdatascience
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- Big Data Research
- Journal of Big Data
- Big Data & Society
- Data Science Journal
- How to Become a Data Scientist
- Introduction to Data Science
- Intro to Data Science for Enterprise Big Data
- How to Interview a Data Scientist
- How to Share Data with a Statistician
- The Science of a Great Career in Data Science
- What Does a Data Scientist Do?
- Building Data Start-Ups: Fast, Big, and Focused
- How to win data science competitions with Deep Learning
- Kaggle
- DrivenData
- Analytics Vidhya
- The Data Science Game
- InnoCentive
- TuneedIT
- awesome-awesomeness
- Awesome Machine Learning
- lists
- awesome-dataviz
- awesome-python
- Data Science IPython Notebooks.
- awesome-r
- awesome-datasets - quality open datasets in public domains
- awesome-Machine Learning & Deep Learning Tutorials
- Awesome Data Science Ideas
- Machine Learning for Software Engineers
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