AI Lab: Computer Vision and NLP
General Information
The course aims to provide technical skills in two modern branches of Machine Learning, namely, Computer Vision and Natural Language Processing. To fully understand the topics of the course, the student needs the basics of Python programming, as well as the basics of calculus and linear algebra.
Lectures Information
The lectures will start on Thursday, February 24th, in class "Aula 3", building CU028. The building location can be seen here: Sapienza Map
Lectures hours are:
Thursday: from 08:00 to 10:00
Friday: from 08:00 to 11:00
For those students that want to attend at home, the following zoom link can be used:
https://uniroma1.zoom.us/j/83036566145?pwd=VGYxTGJINnRoMUNMcUdydW4rZXFrUT09
Notice that the above link can be accessed only with a valid student email, which have the form <lastname>.<student_id>@studenti.uniroma1.it
Study material and course announcements can be found at the google classroom of the course:
Books
All the required notions can be found within the material provided on the google classroom. However, the following books can be used to further deepen the lecture topics:
- Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville, MIT Press
- Computer Vision: Algorithms and Applications, 2nd ed., Richard Szeliski, Springer
- Speech and Language Processing , Dan Jurafsky and James H. Martin , Prentice Hall