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awesome-datascience

https://github.com/hiruthikj/awesome-datascience

Last synced: about 11 hours ago
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Bloggers
- Dataclysm
- Dataclysm
- Dataclysm
- Datawrangling
- Data-Magnum
- Dataclysm
- Machine Learning Mastery
- Springboard - A blog with resources for data science learners
- Dataclysm
- Matthew Russell - Mining The Social Web.
- Greg Reda - Greg Reda Personal Blog
- Kevin Davenport - Kevin Davenport Personal Blog
- Hakan Kardas - Personal Web Page
- Drew Conway - Personal Web Page
- Hilary Mason - Personal Web Page
- Noah Iliinsky - Personal Blog
- Data Science Renee
- Vamshi Ambati - AllThings Data Sciene
- Clare Corthell - The Open Source Data Science Masters
- Paul Miller
- Data Science London - profit organization dedicated to the free, open, dissemination of data science.
- John Myles White
- Siah
- Data Science Report
- Louis Dorard
- Data Science Weekly - Weekly News Blog
- Revolution Analytics - Data Science Blog
- R Bloggers - R Bloggers
- The Practical Quant
- Micheal Le Gal
- Yet Another Data Blog
- Meta Brown - Personal Blog
- 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
- Learning Lover
- Dataists
- Data-Magnum
- Map Reduce Blog
- FastML Blog
- P-value - Musings on data science, machine learning and stats.
- Emilio Ferrara's web page
- Reddit TextMining
- Hilary Parker
- Data Science Lab
- DATA MINERS BLOG
- Dataclysm
- i am trask - A Machine Learning Craftsmanship Blog
- Vademecum of Practical Data Science - Handbook and recipes for data-driven solutions of real-world problems
- Analytics Vidhya - A full-fledged website about data science and analytics study material.
- Occam's Razor - Focused on Web Analytics.
- Chris Albon's Website - Data Science and AI notes
- Andrew Carr - Data Science with Esoteric programming languages
- floydhub - Blog for Evolutionary Algorithms
- Adventures in Data Land
- Dataclysm
- Dataclysm
- Dataclysm
- Dataclysm
- Meaning of
- Dataclysm
- KD Nuggets
- FlowingData - Visualization and Statistics
- Dominodatalab
- Sebastian's Blog - Blog for NLP and transfer learning!
- Dataclysm
- Dataclysm
- Dataclysm
- datascopeanalytics
- Dataclysm
- Dataclysm
- Dataclysm
Journals, Publications and Magazines
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- ICGA - International Conference on Genetic Algorithms (ICGA)
- GECCO - The Genetic and Evolutionary Computation Conference (GECCO)
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- Big Data & Society
- Data Science Journal
- datatau.com/news - Like Hacker News, but for data
- Data Science Trello Board
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
- Towards Data Science Genetic Algorithm Topic - Genetic Algorithm related Publications onTowards Data Science
Data Sets
- IBM Blog about open data
- data.gov - The home of the U.S. Government's open data
- usgovxml.com
- datahub.io
- databib.org
- figshare.com
- GeoLite Legacy Downloadable Databases
- Quora's Big Datasets Answer
- Houston Data Portal
- Kaggle Data Sources
- Kaggle Datasets
- Google Public Data
- A list of useful sources
- grouplens.org
- research-quality data sets
- 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
- St. Louis Federal Reserve Economic Data - FRED
- New Zealand Institute of Economic Research – Data1850
- Dept. of Politics @ New York University
- UNICEF Statistics and Monitoring
- UNICEF Data
- undata
- Sweden, Statistics
- Github free data source list
- Open data Index
- Public Git Archive
- Microsoft Research Open Data
- Open Government Data Platform India
- Enron Email Dataset
- Public Big Data Sets
- GHTorrent
- National Climatic Data Center - NOAA
COLLEGES
- Master of Information @ Rutgers
- MS in Computer Information Systems @ Boston University
- MS in Business Analytics @ ASU Online
- Data Science Engineer @ BTH
- Master of Management Analytics @ Queen's University
- MS in Applied Data Science @ Syracuse
Toolboxes - Environment
- Weka
- R
- Data Science Toolbox - Coursera Course
- Sense Data Science Development Platform
- Datadog - scale data science.
- Kite Development Kit
- Weka
- Apache Spark - fast cluster computing
- Caffe
- Torch
- Aerosolve - A machine learning package built for humans.
- Datawrapper
- Tensor Flow - TensorFlow is an Open Source Software Library for Machine Intelligence
- nlp-toolkit for node.js
- LightTag - Text Annotation Tool for teams
- Data Science Toolbox - Blog
- LightTag - Text Annotation Tool for teams
Tutorials
- Free Courses
MOOC's
- Keras in Motion
- Microsoft Professional Program for Data Science
- COMP3222/COMP6246 - Machine Learning Technologies
- OpenIntro
- Oxford Deep Learning
- CS 171 Visualization
- Process Mining: Data science in Action
- Oxford Machine Learning
- Coursera Big Data Specialization
- Data Science and Analytics in Context by Edx
- Big Data University by IBM
- Udacity - Deep Learning
- Coursera Introduction to Data Science
- Data Science - 9 Steps Courses, A Specialization on Coursera
- Machine Learning – 5 Steps Courses, A Specialization on Coursera
- Schoolofdata
- Coursera Deep Learning Specialization
- 365 Data Science Course
Motivation
- Pandas
- Here
Infographic
- <img src="https://cloud.githubusercontent.com/assets/182906/19517857/604f88d8-960c-11e6-97d6-16c9738cb824.png" width="150" />
- <img src="http://i.imgur.com/rb9ruaa.png" width="150" /> - a-data-scientist/).
- <img src="http://i.imgur.com/b9xYdZB.jpg" width="150" /> - to-become-a-data-scientist-before-you-graduate/) by Berkeley Science Review.
- <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
- <img src="https://data-literacy.geckoboard.com/assets/img/data-fallacies-to-avoid-preview.jpg" width="150" alt="Data Fallacies To Avoid" /> - data scientist/non-statistician colleagues [how to avoid mistakes with data](https://data-literacy.geckoboard.com/poster/). From Geckoboard's [Data Literacy Lessons](https://data-literacy.geckoboard.com/).
- <img src="http://scikit-learn.org/stable/_static/ml_map.png" width="150" />
What is Data Science?
- The sexiest job of 21st century
- What is data science
- What is a data scientist
- Wikipedia
- How to Become a Data Scientist
- An Introduction to Data Science, PDF
- A Day in the Life of a Data Scientist by Rutgers University
- Data Science Methodology by John Rollins PhD
- A Day in the Life of a Data Scientist by Rutgers University
Newsletters
- AI Digest
Podcasts
- Becoming a Data Scientist
- Data Crunch
- Data Skeptic
- Linear Digressions
- Not So Standard Deviations
- Partially Derivative
- What's The Point
Books
- Fighting Churn With Data
- The Art of Data Usability - Early access
- Think Like a Data Scientist
- R in Action, Second Edition
- Introducing Data Science
- Practical Data Science with R
- Exploring Data Science - free eBook sampler
- Exploring the Data Jungle - free eBook sampler
- Python® for R Users: A Data Science Approach
- Classic Computer Science Problems in Python
- Math for Programmers
- R in Action, Third Edition
- Data Science Bookcamp
- Data Science Thinking: The Next Scientific, Technological and Economic Revolution
- Applied Data Science: Lessons Learned for the Data-Driven Business
- The Data Science Handbook
- The Data Science Design Manual
- Exploring Data with R - Early access
- Mining Massive Datasets - free e-book comprehended by an online course
- Pandas in Action - Early access
- Genetic algorithms in search, optimization, and machine learning - Free Download
- Advances in Genetic Programming, Vol. 3 - Free Download
- Global Optimization Algorithms: Theory and Application - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
- A Field Guide to Genetic Programming - Free Download
Facebook Accounts
- Data
- Data Science 101
- Facebook Data Science Page
- Data Science London
- Data Science Technology and Corporation
- Center for Data Science
Twitter Accounts
- 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.
- 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 https://meetup.com/San-Diego-R-Users-Group/
- 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.
- 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.oreilly.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
- Harsh B. Gupta - Data Scientist at BBVA Compass
- 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
- 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: https://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.
Youtube Videos & Channels
- 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?
- Neural Nets for Newbies by Melanie Warrick (May 2015)
- Google DeepMind co-founder Shane Legg - Machine Super Intelligence
- Data Science Primer
- Data Science with Genetic Algorithms
Telegram Channels
- Open Data Science
- Loss function porn
- Machinelearning
Visualization Tools - Environments
- addepar
- amcharts
- slemma
- Data-Driven Documents(D3js)
- datahero
- exhibit
- Gatherplot
- gephi
- ggplot2
- Google Chart Gallery
- import.io
- jqplot
- Opendata-tools - list of open source data visualization tools
- rcharts
- tenxer
- Timeline
- vida
- Wrangler
- r2d3
- Redash
- C3 - D3-based reusable chart library
- ECharts
Competitions
- Kaggle
- DrivenData
- The Data Science Game
- TuneedIT
Comics
- Digital Data
Other Awesome Lists
- Free Courses
  - awesome-awesomeness
  - Awesome Machine Learning
  - awesome-python
  - awesome-r
  - awesome-Machine Learning & Deep Learning Tutorials
  - Community Curated Data Science Resources
  - Awesome Game Datasets - Materials and datasets for Artificial Intelligence in games.
  - Glossary of common statistics and ML terms
Presentations
- The Science of a Great Career in Data Science

Programming Languages

Python 2 R 1 Ruby 1

Ecosyste.ms: Awesome

awesome-datascience

Bloggers

Journals, Publications and Magazines

Data Sets

COLLEGES

Toolboxes - Environment

Tutorials

Free Courses

MOOC's

Motivation

Infographic

What is Data Science?

Newsletters

Podcasts

Books

Facebook Accounts

Twitter Accounts

Youtube Videos & Channels

Telegram Channels

Visualization Tools - Environments

Competitions

Comics

Other Awesome Lists

Free Courses

Presentations