Fundamental of Data Science assignaments

This repository contains a solution for the self-assignment Prof. Galasso's course of Fundamental of Data Science of the academic year 2021/22.

Topics

First assignament

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

Second assignament

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

Authors

First assigment:

• Elios Buzo
• Ludovico Lentini
• Michele Spina

Second assigmnet:

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