https://github.com/shauryashaurya/learning-how-machines-learn
Practical notes and references on common machine learning algorithms. Let's Go!
https://github.com/shauryashaurya/learning-how-machines-learn
artificial-intelligence jupyter-notebook machine-learning pandas python statistics
Last synced: 2 months ago
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Practical notes and references on common machine learning algorithms. Let's Go!
- Host: GitHub
- URL: https://github.com/shauryashaurya/learning-how-machines-learn
- Owner: shauryashaurya
- License: mit
- Created: 2020-10-13T10:18:36.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-02-25T10:35:10.000Z (over 2 years ago)
- Last Synced: 2025-10-12T19:54:16.981Z (9 months ago)
- Topics: artificial-intelligence, jupyter-notebook, machine-learning, pandas, python, statistics
- Homepage:
- Size: 86.9 MB
- Stars: 0
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
---
# Notebooks
### 00 Basics
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# References
- [Caltech Learning From Data, Professor Yaser Abu-Mostafa](https://work.caltech.edu/telecourse.html), [included Homework assignments](https://work.caltech.edu/homeworks.html), [YouTube Playlist](https://www.youtube.com/playlist?list=PLD63A284B7615313A)
- [CMU's Deep Learning Systems: Algorithms and Implementation course](https://dlsyscourse.org/lectures/), [GitHub](https://github.com/dlsyscourse), [YouTube](https://www.youtube.com/@deeplearningsystemscourse1116)
- [Carnegie Mellon University Deep Learning](https://www.youtube.com/@carnegiemellonuniversityde4339)'s playlists:
- Spring 2024: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPxUJzAW0KxNNjGiK_hISFas), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPzNnco9QQAoTx_sVhZgHK-n)
- Fall 2023: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPzMmSaoGy5SqQsqhUeMC1ay), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPy-MKXnPumVfnfh09aq1LOR)
- Spring 2023: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPwgBSCbDtT6NaVOd-gIHVMW), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPy99Ia2XeM7awOEmzTSzsSq)