Awesome Data Science Awesome

An open source Data Science repository to learn and apply towards solving real world problems.

Table of contents

Motivation

This part is for dummies who are new to Data Science

This is a shortcut path to start studying Data Science. Just follow the steps to answer the questions, "What is Data Science and what should I study to learn Data Science?"

First of all, Data Science is one of the hottest topics on the Computer and Internet farmland nowadays. People have gathered data from applications and systems until today and now is the time to analyze them. The next steps are producing suggestions from the data and creating predictions about the future. Here you can find the biggest question for Data Science and hundreds of answers from experts. Our favorite data scientist is Clare Corthell. She is an expert in data-related systems and a hacker, and has been working on a company as a data scientist. Clare's blog. This website helps you to understand the exact way to study as a professional data scientist.

Secondly, Our favorite programming language is Python nowadays for #DataScience. Python's - Pandas library has full functionality for collecting and analyzing data. We use Anaconda to play with data and to create applications.

Infographic

Preview | Description ------------ | ------------- | A visual guide to Becoming a Data Scientist in 8 Steps by DataCamp (img) | Mindmap on required skills (img) | Swami Chandrasekaran made a Curriculum via Metro map. | by @kzawadz via twitter, MarketingDistillery.com | And a male version, from another article by MarketingDistillery.com | By Data Science Central | From this article by Berkeley Science Review. | Data Science Wars: R vs Python | How to select statistical or machine learning techniques | Choosing the Right Estimator | The Data Science Industry: Who Does What | Data Science Venn Diagram | Different Data Science Skills and Roles from this article by Springboard | A simple and friendly way of teaching your non-data scientist/non-statistician colleagues how to avoid mistakes with data. From Geckoboard's Data Literacy Lessons.

What is Data Science?

COLLEGES

MOOC's

Data Sets

Bloggers

Podcasts

Books

Facebook Accounts

Twitter Accounts

Youtube Videos & Channels

Toolboxes - Environment

Quick Start

Visualization Tools - Environments

Journals, Publications and Magazines

Presentations

Competitions

Some data mining competition platforms

Comics

Digital Data

Tutorials

Other Awesome Lists