Homeworks and final project for the Fundamentals of Data Science course, winter semester 2022/2023,
at Sapienza University of Rome.
FDS_HomeWork_1: Computer Vision :
Image Filtering, Edge Detection, Object Identification, Performance Evaluation
FDS_HomeWork_2: Classification :
Logistic Regression and Gradient Ascent,
Logistic Regression with non linear boundaries,
Multinomial Classification,
Transfer Learning on CIFAR-10
Final Project: Stellar Classification:
some exploratory Data-Analysis and Features Engineering.
Classifiers:Multinomial Logistic Regression
(MLR) andK-Nearest Neighbours
(KNN)
Dataset : get it from Kaggle
- Sara Cammarota: 1869943,
- Gianmarco Fiorenza: 2086296,
- Mattia Girolami: 2076424,
- Luca Mazzucco: 1997610,
- Ilaria Petrucci: 1732987,