Fundamentals of Data Science assignments

This repository contains a solution for the assignments of Fundamentals of Data Science course at Sapienza University of Rome, a.y. 2021/2022.

Topics

First assignment

1. Image Filtering and Object Identification
2. Identification
3. Object Identification
4. K-Means

Second assignment

1. Logistic Regression with Gradient Ascent
2. Logistic Regression with non linear boundaries
3. Multinomial Classification (Softmax Regression)
4. Multinomial Naive Bayes

Authors

First assignment:

• Elios Buzo
• Ludovico Lentini
• Michele Spina

Second assignment:

• Elios Buzo
• Laurentiu Adrian Cristurean
• Anthony Giusti
• Ludovico Lentini
• Michele Spina