# Learn_Machine_Learning_in_3_Months

This is the Curriculum for "Learn Machine Learning in 3 Months" [this](https://youtu.be/Cr6VqTRO1v0) video by Siraj Raval on Youtube 

# Month 1

## Week 1 Linear Algebra
(https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab "Linear Algebra")
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
## Week 2 Calculus
(https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr "Calculus brow")
## Week 3 Probability
https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2
## Week 4 Algorithms
https://www.edx.org/course/algorithm-design-analysis-pennx-sd3x

# Month 2

## Week 1 
#### Learn python for data science
(https://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU " ")
#### Math of Intelligence
(https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D " ")
#### Intro to Tensorflow
(https://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV " ")

## Week 2 
Intro to ML (Udacity)
https://eu.udacity.com/course/intro-to-machine-learning--ud120

## Week 3-4
ML Project Ideas
https://github.com/NirantK/awesome-project-ideas

# Month 3 (Deep Learning)

## Week 1 
Intro to Deep Learning
(https://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3 "Deep Learning")

## 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=repositories

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*Additional Resources:*   
- People in ML to [follow on Twitter](https://www.quora.com/Who-should-I-follow-on-Twitter-to-get-useful-and-reliable-machine-learning-information "Quora.com")
- Join the ["Wizards" Slack channel](http://wizards.herokuapp.com/ "Herokuapp.com")