Program Overview

Mŕster Universitari en Cičncia de Dades

The Master's Degree in Data Science is a comprehensive program that provides students with the knowledge and skills necessary to succeed in the field of data science.

Overview of the Program

The program is designed to provide students with a solid foundation in the principles and techniques of data science, including data analysis, machine learning, and data visualization. The program consists of 60 ECTS credits, which are distributed across two semesters.

Structure of the Program

The program is structured into several modules, including:

• Obligatory subjects (42 ECTS credits)
• Optional subjects (12 ECTS credits)
• Master's Thesis (6 ECTS credits)

Distribution of Credits by Semester

The distribution of credits by semester is as follows:

• Semester 1 (30 ECTS credits)
  • Obligatory subjects:
    • Statistical Learning (6 ECTS credits)
    • Bayesian Graphical Methods (6 ECTS credits)
    • Data Preprocessing, Collection, and Visualization (6 ECTS credits)
  • Optional subjects (choose 2):
    • Big Data Infrastructures and Technologies (6 ECTS credits)
    • Advanced Statistics and Optimization (6 ECTS credits)
    • Database Technology (6 ECTS credits)
    • Advanced Programming (6 ECTS credits)
• Semester 2 (30 ECTS credits)
  • Obligatory subjects:
    • Machine Learning (6 ECTS credits)
    • Data Mining (6 ECTS credits)
    • Text Mining (6 ECTS credits)
    • Computational Modeling, Simulation, and Optimization (6 ECTS credits)
  • Master's Thesis (6 ECTS credits)

Schedules and Exam Calendars

The schedules and exam calendars for the program can be found on the website of the Master's Degree in Data Science.

Competences of the Title

The program is designed to provide students with the following competences:

• Ability to analyze and interpret complex data sets
• Ability to design and implement machine learning models
• Ability to visualize and communicate data insights
• Ability to work with big data infrastructures and technologies

Mobility and Exchange Programs

The program offers mobility and exchange programs with other universities, both national and international.

External Academic Practices

The program includes external academic practices, which provide students with the opportunity to apply their knowledge and skills in a real-world setting.

Master's Thesis

The Master's Thesis is a compulsory subject that allows students to demonstrate their ability to design and implement a research project in the field of data science.

Responsible for the Master's Degree and Teaching Staff

The Master's Degree in Data Science is responsible for the academic direction and teaching of the program.

Regulations of Interest

The program is subject to the regulations of the University of Alicante, which include rules on permanence, evaluation, and recognition of credits.

Other Academic Questions of Interest to Students

The program provides students with information on other academic questions of interest, including:

• Actes de benvinguda a l'alumnat (Welcome acts for students)
• Investigació (Research)
• Atenció a estudiants amb necessitats especials (Attention to students with special needs)
• Representació i participació estudiantil (Student representation and participation)

Complementary Information

The program provides students with complementary information on:

• Targeta d'identificació universitŕria (University identification card)
• Associacions (Associations)
• Allotjament (Accommodation)
• Transport (Transportation)
• Menjadors i cafeteries (Dining halls and cafes)
• Atenció mčdica d'urgčncia (Emergency medical attention)
• Assegurances (Insurance)

Frequently Asked Questions

The program provides students with answers to frequently asked questions, including:

• Trŕmits administratius i impresos per a l'alumnat (Administrative procedures and forms for students)
• Preguntes freqüents (Frequently asked questions)
• Servei d'Informació (Information service)
• Centre de Suport a l'Estudiant (Student support center)

Center

The Master's Degree in Data Science is located at the Escola Politčcnica Superior (EPS) of the University of Alicante.