All the online collective wisdom needed to self-train yourself as a Data Scientist, the sexiest job of the 21st century.

Introduction

  1. 1 The Sexiest Job of the 21st Century 28
  2. 2 A Very Short History Of Data Science 12
  3. 3 Data science 7
  4. 4 Datascience.berkeley.edu 22
  5. 5 An Introduction to Data Science 13
  6. 6 Introductions to Data Science, Big Data, & More! 4
  7. 7 A Day in the Life of a Data Scientist 0
  8. 8 Data Science @Stanford Trevor Hastie 10/21/2015 0

Blogs

  1. 1 Analytics Vidhya 20
  2. 2 DataTau 15
  3. 3 KDNuggets 7
  4. 4 Data Science Central 12
  5. 5 Airbnb Data Blog 17
  6. 6 Beautiful Data 17
  7. 7 DataScope 6
  8. 8 Curated List of Blogs 13

Interesting Datasets

  1. 1 Google Public Data Explorer 38
  2. 2 UCI Machine Learning Repository 11
  3. 3 Kaggle Datasets 3
  4. 4 Yahoo is now a part of Verizon Media 0
  5. 5 Interesting Datasets 17
  6. 6 Academic Torrents 14
  7. 7 DataHub 20
  8. 8 GoI Open Data 15

Competitions

  1. 1 Kaggle 6
  2. 2 CrowdANALYTIX 9
  3. 3 DrivenData 11
  4. 4 Innocentive 7
  5. 5 Home Page 4

Data Science with Python

  1. 1 Pandas documentation 12
  2. 2 machine learning in Python 3
  3. 3 Python for Data Analysis book 19
  4. 4 Numpy and Scipy Documentation 4
  5. 5 How to Process, Analyze and Visualize Data 15
  6. 6 Getting Started With Python For Data… 14
  7. 7 Getting Started with Data Science 7

Data Science with R

  1. 1 R-bloggers 17
  2. 2 CRAN: An Introduction to R 4
  3. 3 Resources to help you learn and use R 5
  4. 4 Data Camp Course 8
  5. 5 EdX: Introduction to R Programming 9
  6. 6 Data Camp: Statistics with R 8

Opportunities

  1. 1 The Jobs Board is Closing 7
  2. 2 HugeDomains.com 6
  3. 3 Analytics Vidhya 2
  4. 4 yCombinator 2014 Data Science Start-ups 1

MOOCs

  1. 1 Coursera Data Science Specialisation 18
  2. 2 Coursera: Introduction to Data Science 20
  3. 3 Stanford Machine Learning 11
  4. 4 MIT: EdX 19
  5. 5 Data Science (Full-Time) 33
  6. 6 Best 23 Schools With Data Science Master's Programs 17
  7. 7 Berkeley Course 22
  8. 8 University of Wisconsin Data Science Degree 12

Data Science Tools

  1. 1 RStudio 2
  2. 2 Python.org 1
  3. 3 Anaconda 3
  4. 4 SAS University Edition 5
  5. 5 Free Data Visualization Software 4
  6. 6 GitHub 2
  7. 7 Amazon Web Services (AWS) 0
  8. 8 FlyElephant 0

Other Resources

  1. 1 16+ Free Data Science Books 21
  2. 2 Data Science Weekly Newsletter 3
  3. 3 O'Reilly Newsletter 2
  4. 4 Data Elixir Newsletter 0
  5. 5 Data Stories Podcast 1
  6. 6 IBM Big Data Hub Podcast 1
  7. 7 Freakonomics Podcast 0
  8. 8 Partially Derivative Podcast 0

Learning Advanced Excel

  1. 1 Chandoo.org 9
  2. 2 Learn Everything About Excel 2013 (Completely Online) 6
  3. 3 Excel 2013 training 3
  4. 4 Online Courses, Classes, Training, Tutorials on Lynda 5
  5. 5 Excel VBA Tutorial 0
  6. 6 7-Part Course for Excel 2016 0

Data Science in Social Sector

  1. 1 Data Science for Social Good Summer Fellowship Chicago 8
  2. 2 https://www.palantir.com/ 6
  3. 3 SocialCops 4
  4. 4 ASER Centre 2
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