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0- Pré-Learning

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Pré-programming

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  1. techblog/markovChain.ipynb at master · URXtech/techblog
  2. Data Science at the Command Line | le blog

0. Setup

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  1. DataTau | Ask Datatau:What is your setup?
  2. Data Science Stack Showcase - Bay Area Women in Machine Learning & Data Science (San Fr...
  3. GitHub Training & Guides - YouTube
  4. Data Science Toolbox

Pré-Statistics

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  1. Math 407 Section A - Class Lectures
  2. Stats | Khan Academy
  3. Differential calculus | Khan Academy
  4. Matrices | Precalculus | Khan Academy
  5. Linear algebra | Khan Academy

00 - Learning Cursus Example / All DataScience To DO

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  1. How to Become a Data Scientist for Free - Data Science Central
  2. addfor/tutorials
  3. Cursus with all from a bootcamp
  4. Useful resources for learning data science fundamentals
  5. Data Analysis Learning Path | SlideRule
  6. A Practical Intro to Data Science — Zipfian Academy - Data Science Bootcamp
  7. 30 more

1. Fundamentals

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  1. Coding the Matrix: Linear Algebra through Computer Science Applications | Coursera
  2. www.dcs.gla.ac.uk/~girolami/Machine_Learning_Module_2006/week_2/Lectures/wk_2_lect_2.pdf
  3. Statistics | Khan Academy
  4. Database Foundations Course
  5. Watch the Online Video Course Unix for Mac OS X Users
  6. www.lynda.com/Programming-tutorials/Foundations-Programming-Databases/112585-2.html?src...
  7. 9 more

Best Mooc

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  1. Data Science Course: Learn Data Science Online with a Mentor
  2. The Analytics Edge | edX
  3. Tackling the Challenges of Big Data (May 5, 2015 – June 16, 2015) | MIT Professional Ed...
  4. Explore Data Science

Typing

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  1. Learn typing at the speed of thought! Typing lessons that work.
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