chapter_4-6.qmd

# 4.6 To learn more {.unnumbered}

This section contains links to courses, books, and projects to learn more about Machine Learning and TinyML applications. 

### Online Courses

-   [Harvard School of Engineering and Applied Sciences - CS249r: Tiny Machine Learning](https://sites.google.com/g.harvard.edu/tinyml/home)
-   [Professional Certificate in Tiny Machine Learning (TinyML) -- edX/Harvard](https://www.edx.org/professional-certificate/harvardx-tiny-machine-learning)
-   [Introduction to Embedded Machine Learning - Coursera/Edge Impulse](https://www.coursera.org/learn/introduction-to-embedded-machine-learning)
-   [Computer Vision with Embedded Machine Learning - Coursera/Edge Impulse](https://www.coursera.org/learn/computer-vision-with-embedded-machine-learning)
-   [UNIFEI-IESTI01 TinyML: "Machine Learning for Embedding Devices"](https://github.com/Mjrovai/UNIFEI-IESTI01-TinyML-2023.1)

### Books

-   ["Python for Data Analysis by Wes McKinney"](https://wesmckinney.com/book/)
-   ["Deep Learning with Python" by François Chollet](https://www.manning.com/books/deep-learning-with-python) - [GitHub Notebooks](https://github.com/fchollet/deep-learning-with-python-notebooks)
-   ["TinyML" by Pete Warden, Daniel Situnayake](https://www.oreilly.com/library/view/tinyml/9781492052036/)
-   ["TinyML Cookbook" by Gian Marco Iodice](https://github.com/PacktPublishing/TinyML-Cookbook)
-   ["Technical Strategy for AI Engineers, In the Era of Deep Learning" by Andrew Ng](https://github.com/ajaymache/machine-learning-yearning/blob/master/full%20book/machine-learning-yearning.pdf)
-   ["AI at the Edge" book by Daniel Situnayake, Jenny Plunkett](https://www.oreilly.com/library/view/ai-at-the/9781098120191/)
-   ["MACHINE LEARNING SYSTEMS for TinyML" Collaborative effort](https://harvard-edge.github.io/cs249r_book/)

### Projects Repositories

-   [Edge Impulse Expert Network](https://docs.edgeimpulse.com/experts/)
-   [MRovai XIAO ESP32S3 Movement/Sound/Image](https://github.com/Mjrovai/XIAO-ESP32S3-Sense)