This repository contains the final assignment for the Machine Learning course (CS7CS4/CSU44061) at Trinity College Dublin, academic year 2023-2024. The assignment is divided into two parts, focusing on the practical application of machine learning techniques and theoretical understanding of key concepts.
- Objective: Analyze the Dublinbikes dataset to assess the impact of COVID-19 on city-bike usage.
- Methodology:
- Apply various machine learning techniques.
- Provide a comprehensive explanation of the analysis process.
- Data: The dataset includes [specify the key features of the dataset].
- Topics include ROC curves, linear regression, SVM and CNN kernels, and k-fold cross-validation.
- Detailed questions are provided in the assignment document.
- Course instructor: PROF. GIOVANNI DI LIBERTO
- Course information: https://www.scss.tcd.ie/doug.leith/CSU44061/