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Learn Machine Learning in 3 Months (with curriculum)

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Published on Mar 2, 2018

How is a total beginner supposed to get started learning machine learning? I'm going to describe a 3 month curriculum to help you go from beginner to well-versed in machine learning. Its an accelerated learning plan, something i'd create for myself if I were to get started today, but I'm going to open source it for you guys. This curriculum will cover all the math concepts, the machine learning theory, and the deep learning theory to get you up to speed with the field as fast as possible. If anyone asks how to best get started with machine learning, direct them to this video!

Curriculum from this video:
https://github.com/llSourcell/Learn_M...

Please Subscribe! And like. And comment. That's what keeps me going.

Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology
instagram: https://www.instagram.com/sirajraval

Month 1

Week 1 Linear Algebra
https://ocw.mit.edu/courses/mathemati...
Week 2 Calculus
https://www.youtube.com/playlist?list...
Week 3
https://www.edx.org/course/introducti...
Week 4 Algorithms
https://www.coursera.org/courses?lang...

Month 2

Week 1
learn python for data science
https://www.youtube.com/watch?v=T5pRl...
Math of Intelligence
https://www.youtube.com/watch?v=xRJCO...
Intro to Tensorflow
https://www.youtube.com/watch?v=2FmcH...

Week 2
Intro to ML (Udacity)
https://eu.udacity.com/course/intro-t...

Week 3-4
ML Project Ideas
https://github.com/NirantK/awesome-pr...

Month 3 (Deep Learning)

Week 1
Intro to Deep Learning
https://www.youtube.com/watch?v=vOppz...

Week 2
Deep Learning by Fast.AI
http://course.fast.ai/

Week 3-4
Re-implement DL projects from my github
https://github.com/llSourcell?tab=rep...

ML people to follow on Twitter:
https://www.quora.com/Who-should-I-fo...


Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/

And please support me on Patreon:
https://www.patreon.com/user?u=3191693

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