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\n\t\u003cimg src=\"./images/Notes-on-Statistics-and-Machine-Learning.png\" width=\"95%\" align=\"center\" alt=\"Notes on Statistics and Machine Learning, Image © Shaurya Agarwal, created using Dalle and GIMP\" /\u003e  \n\t\n\u003c/html\u003e\n\n---\n  \n# Notebooks  \n  \n### 00 Basics  \n  \n  \n---\n# References  \n  \n- [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)  \n- [CMU's Deep Learning Systems: Algorithms and Implementation course](https://dlsyscourse.org/lectures/), [GitHub](https://github.com/dlsyscourse), [YouTube](https://www.youtube.com/@deeplearningsystemscourse1116)  \n- [Carnegie Mellon University Deep Learning](https://www.youtube.com/@carnegiemellonuniversityde4339)'s playlists:  \n\t- Spring 2024: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPxUJzAW0KxNNjGiK_hISFas), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPzNnco9QQAoTx_sVhZgHK-n)\n\t- Fall 2023: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPzMmSaoGy5SqQsqhUeMC1ay), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPy-MKXnPumVfnfh09aq1LOR)\n\t- Spring 2023: [lectures](https://www.youtube.com/playlist?list=PLp-0K3kfddPwgBSCbDtT6NaVOd-gIHVMW), [recitations](https://www.youtube.com/playlist?list=PLp-0K3kfddPy99Ia2XeM7awOEmzTSzsSq)\n  ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshauryashaurya%2Flearning-how-machines-learn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshauryashaurya%2Flearning-how-machines-learn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshauryashaurya%2Flearning-how-machines-learn/lists"}