We created a series of lectures on Python for Machine Learning and Computer Vision. This was a joint collaboration between the Center for Biomedical Engineering Research (CBER) and the Center for Telecommunications and Multimedia (CTM) at INESC-TEC for our new research fellows.
These lectures cover the following topics:
- Python – Ricardo Cruz (email@example.com)
- Computer Vision – Kelwin Fernandes (firstname.lastname@example.org)
- Machine Learning – Pedro Costa (email@example.com)
- Deep Learning – Adrián Galdrán (firstname.lastname@example.org) and Chetak Kandaswamy (email@example.com)
The slides and the code can be accessed on the following page: https://github.com/costapt/python-for-machine-learning-and-statistics
We were also invited to present a workshop on Python for Machine Learning on the 2016 code week at the Faculty of Engineering, University of Porto. This workshop is smaller and focuses on the Machine Learning subject. The code can be accessed here: https://github.com/costapt/python-for-machine-learning .
This workshop was also a joint collaboration between the CBER, CTM and the VILAB group at FEUP and covers the following topics: