Maguids

Algorithm-Design-and-Analysis---Java

Solved exercises from the "Data Strucures" course, the goal of this course wasn't learning Java. Second Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

BipedalWalker-ReinforcementLearning

Use Gymnasium to develop a reinforcement learning agent. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

CreateDatabase---WebApp

Creation of a DataBase and a WepApp to visualize the database. First Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Data-Structures---Java

Solved exercises from the "Data Strucures" course. First Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Decision-Tree-Classifier

This project consists on creating a Decision Tree Classifier using ID3 (entropy based). Second Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Enhanced_KNN

This project consists on improving KNN to be able to better deal with imbalanced classes. Project for the "Machine Learning" course on the Second Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Game-Klotski-with-Interface

Version of the game "PuzzlePacked IQ games" in terminal and pygame with search algorithms. Second Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Lung-Cancer-Classification

This project consists of lung cancer classification using computed tomography (CT) data. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Multi-Agent-Autonomous-Waste-Collection-System

Decentralized waste collection system using Multi-Agent Systems (MAS) with SPADE. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

NineMensMorris-Online-Game

The objective of this work is to develop a web application, in this case an online game. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Game-Connect-Four

Version of the game "Connect Four" in terminal with search algorithms (A*, Minimax and MCTS). Second Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Game-Klotski

Version of the game "PuzzlePacked IQ games" in terminal with search algorithms. Second Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Imperative-Programming---C

Solved exercises from the "Imperative Programming" course. Second Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Introduction-to-Programming---Python

Solved exercises from the "Introduction to Programming" course. First Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Maguids

sp500_Portfolio_Forecasting

Forecast future stock prices of the S&P500 index and select the best set of stocks for daily investment. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Supervised-learning---Video-Games

This project consists on exploratory data analysis and the application of supervised learning models for classification using a Video Games dataset. Second Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

UrbanSound8K-Classification

This project consists of classifying correctly the sounds of the UrbanSound8K dataset. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.