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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

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Practical notes and references on common machine learning algorithms. Let's Go!

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Notes on Statistics and Machine Learning, Image © Shaurya Agarwal, created using Dalle and GIMP

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# 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)