https://github.com/himanshuteotia/machine_learning_links
https://github.com/himanshuteotia/machine_learning_links
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/himanshuteotia/machine_learning_links
- Owner: himanshuteotia
- Created: 2018-03-03T11:45:36.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-03-04T10:36:52.000Z (over 7 years ago)
- Last Synced: 2024-12-27T08:27:49.740Z (5 months ago)
- Size: 1000 Bytes
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Machine_Learning_Links
Learn_Machine_Learning_in_3_Months
This is the Curriculum for "Learn Machine Learning in 3 Months"
Month 1
Week 1 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
Week 3
https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2
Week 4 Algorithms
https://www.coursera.org/courses?languages=en&query=Algorithm%20design%20and%20analysis
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