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airbnb_document_database_restructuring

Optimizing and restructuring the Airbnb document database to enhance performance and meet the latest business requirements, ensuring faster and more efficient client usage

author_album_website_and_web_server

Developing an Author Album Website using HTML, CSS, and JavaScript, supported by a Web Server built on a RESTful HTTP API

clustering_antartic_penguin_species

clustering_on_starbucks_beverages

Grouping of drinks according to their nutritional values, making it easier to categorize them in a future catalog, increasing organization and facilitating the search depending on individual preferences

computational_statistics_investigations

Series of 3 investigation works, regarding the subject of Computational Statistics

connection_analysis_on_social_networks

Implementing a Graph ADT to analyze social network data from GitHub and Facebook, focusing on metrics like influence, centrality, and proximity using algorithms such as Dijkstra's

data_exploration_on_amazon_database_for_business_intelligence

Data Extraction, Engineering and Exploration of an Amazon Database, in order to provide actionable Business Intelligence insights

data_structures_and_algorithms_investigations

Series of 6 works of investigation and applied projects, regarding the subject of Data Structures and Algorithms

data_wrangling_investigations

Series of 3 investigation works, regarding the subject of Data Wrangling (Acquire data from different sources; Understand how to clean and pre-process data; Transform data for analytics purposes; Perform feature engineering; Visualize data)

deep_learning_for_skin_disease_identification

Enhancing Diagnostic Accuracy with AI: Advanced Image Analysis for Skin Disease Identification

determining_traffic_accident_severity_in_the_usa

Helping the authorities to better understand traffic problems and to establish public policies to minimize this issue, and for insurance companies to define their commercial policy

ebike_iul

eBike-IUL - Electronic Bike Management Platform

heuristic_optimization_business_problem

Using Genetic Algorithms to find optimal solutions for a company's business needs, considering operational restrictions and budget limitations

heuristic_optimization_investigations

Series of 2 investigation works, regarding the subject of Heuristic Optimization

intelligent_systems_investigations

Series of 11 works, covering: State-Space Representations, Search, Adversarial Search, Logic, Automated Reasoning, Reasoning with Uncertainty and Vagueness and Machine Learning

knowledge_and_data_investigations

Series of 5 works, regarding the subject of Knowledge and Data (Web Semantics, RDF, RDFS, OWL, SPARQL, Knowledge Graphs)

linear_programming_optimization_problem

Utilizing Linear Programming through Excel Solver to optimize business strategy for maximum profit

linear_regression_study

Deep Study of the Linear Regression Machine Learning Model, including its Regularization Techniques

michelin_star_restaurants_recommendation_system

Our unique ontology enables users to browse Michelin Star restaurants in France based on cuisine type, budget, location, and amenities such as air-conditioning and terraces, making it easy to find suitable options in specific cities like Paris

milk_components_and_quality_inference

Automatic Milking Systems Problem: Utilizing Neuroevolutionary Algorithms to infer milk components

neo4j_beer_and_breweries_network_analysis

Graph databases are a natural way of navigating distinct types of data. For this first project we will be taking a graph database to analyse beer and breweries!

news_website

Code for a news website developed in Django, allowing users to view and comment on news articles

pixel_play_store_database

Database design and implementation for a Videogame Company.

predicting_airbnb_property_unlisting

Natural Language Processing as a Tool for Predicting AirBNB Listing Availability

predicting_black_friday_consumption_patterns

Predicting Black Friday consumption patterns based on customer personal information

predicting_churning_in_telco_company

Predicting Churning in a Telecommunications Company

predicting_hospital_readmissions

Ready to be discharged: Examining Hospital Readmissions

predicting_nyc_taxi_limousine_profit

Predicting the profit of NYC Taxi Limousine services to provide actionable insights for maximizing revenue

prediction_of_seoul_bikes_demand

The objective of this project is to predict the number of bicycles needed to be made available each hour in order to make the service as efficient as possible

predictive_modeling_for_agriculture