https://github.com/llSourcell/Learn_Machine_Learning_in_3_Months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
https://github.com/llSourcell/Learn_Machine_Learning_in_3_Months

Last synced: about 2 months ago
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This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

• Host: GitHub
• URL: https://github.com/llSourcell/Learn_Machine_Learning_in_3_Months
• Owner: llSourcell
• Created: 2018-03-02T10:59:53.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-04-02T11:45:13.000Z (6 months ago)
• Last Synced: 2024-06-12T08:57:00.658Z (3 months ago)
• Size: 6.84 KB
• Stars: 7,579
• Watchers: 719
• Forks: 2,388
• Open Issues: 19
• Metadata Files:
  • Readme: README.md

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README

        
# 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

https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/

## Week 2 Calculus

https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr

## 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

## 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

---

*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")