This folder containes some codes that I used to learn some basic principles about Machine Learning and Artificial Intelligence. I have followed a YouTube Course from Harvard University that explores the concepts and algorithms at the foundation of modern artificial intelligence (Harvard CS50's AI with Python). This course is developed by Brian Yu and David Malan for the Harvard University and explores the following topics:
- Search Algorithms
- Knowledge
- Uncertainty
- Optimization
- Learning Algorithms
- Neural Networks
- Language Manipulation
I have taken codes that have been developed during this course and that are available for free at the link reported above, and I have used them to comprehend better how to use Python for these aims. I focused especially on Search Algorithms, Learning Algorithms and Neural Networks.
The Harvard CS50 Course is Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC-BY-NC-SA 4.0) license.
Canonical URL to te license: https://creativecommons.org/licenses/by-nc-sa/4.0/