This seminar was made possible thanks to the efforts of:

• Organizer: Prof. Paula Patrício
• Chair: Prof. Hamza El Mahjour
• Speaker: Prof. Aadil Lahrouz

Slides are available upon request (just contact me). See also the seminar abstract.

P.S. The second talk (“Fractional Derivatives: Applications in data fitting and Artificial Neural Networks”) was unfortunately cancelled due to the general strike in Lisbon and the resulting tight schedule.

Key highlights:

• Linear and logistic regression with scikit-learn
• Building neural networks from scratch in PyTorch
• Physics-informed neural networks (Burgers’ equation, etc.)

My sincere thanks to:

• Chairs: Prof. Ahmed Boujraf and Prof. El Wardani Dadi
• Co-chairs: Prof. Younes Abou El Hanoune and Prof. Aziz Khamjane

P.S. I was also given the role of session chair during the conference.