Machine Learning

MSc homework experiences at UNIPD.

Homework 1: Regression and Classification

Content:

• Classification on Wine Dataset

Instruction: link

External data: link

Notebook: LC_LeonardoGemin_2023860

Homework 2: Linear Regression and SVM for Classification

Content:

• SVM vs Logistic Regression on MNIST

Instruction: link

External data: link1 and link2

Notebook: SVM_LeonardoGemin_2023860

Homework 3: Neural Networks and Clustering

Content:

• Neural Networks for Classification
• Clustering with K-means

Instruction: link

External data: link1 and link2

Notebook: NN_LeonardoGemin_2023860