MSc in Artificial Intelligence, Data Science and Business Analytics

Gain a management perspective driven by advanced analytics, artificial intelligence, and data strategy.

Training program information

Academic qualification

Ipag Business School

Date

September 2026

Duration

1 Year

Ipag's own title

The fundamental objective of the program is to consolidate your management and analytical profile, preparing you to lead the transition to 100% data-driven organizations and maximize profitability on a global scale.

Content of the training program

EUBI’s MSc in Artificial Intelligence, Data Science and Business Analytics offers an in-depth immersion in the technical foundations essential for leading the way in the era of Big Data. The programme begins by establishing a solid foundation in advanced programming with Python and database management using SQL, enabling students to master the ingestion, cleaning and architecture of big data. This technical training is complemented by a rigorous focus on statistics for data science, providing the analytical and probabilistic tools necessary to transform raw information into structured knowledge and models of high descriptive value.

As the course progresses, students explore the frontiers of modern computing through specialised modules in Machine Learning and Artificial Intelligence. From supervised learning to deep learning architectures and data mining techniques, the master’s programme equips students to build predictive models capable of anticipating trends and optimising behavioural patterns. All this technical potential is enhanced by a practical focus on Data Visualisation and Business Intelligence, where the use of leading tools such as Tableau and Power BI enables the creation of compelling visual narratives that facilitate the interpretation of complex results for non-technical audiences.

The programme culminates in a strategic and comprehensive approach, centred on data-driven corporate decision-making. Students learn to apply AI solutions in critical areas such as finance, marketing and operations, always within a framework of governance and professional ethics. Finally, through the Master’s Thesis, each student consolidates their learning by developing a real-world application project or advanced research, addressing specific industry challenges and demonstrating their ability to lead technological innovation in global organisations.

Modalities of the training program

Modality

In-person

26.650

Modality

Hybrid

Modality

Online

Check info

Training program modules

Our updated and practical program

Module I – Python Programming for AI and Data Science

  • Introduction to Python programming
  • Data structures and control flow
  • Functions and modular programming
  • Object-Oriented Programming
  • NumPy and vectorized computing
  • Pandas for data manipulation
  • Data cleaning and preprocessing
  • File handling and data ingestion
  • Web scraping fundamentals
  • Introduction to APIs
  • Geospatial data processing (GeoPandas)

Module II – SQL and Data Management

  • Relational database concepts
  • Entity-relationship modeling
  • SQL queries (SELECT, JOIN, GROUP BY, HAVING)
  • Data Definition Language (DDL)
  • Data Manipulation Language (DML)
  • Indexación y optimización de consultas
  • Transactions and concurrency
  • Data security and access control
  • Introducción a las bases de datos NoSQL
  • Big data storage architectures

Module III – Statistics for Data Science

  • Descriptive statistics
  • Distribuciones de probabilidad
  • Estadística inferencial
  • Hypothesis testing
  • Regression analysis
  • Correlation and causality
  • Bayesian statistics
  • Statistical modeling for business
  • Time series basics

Module IV – Machine Learning and Artificial Intelligence

  • Introduction to AI and ML
  • Algoritmos de aprendizaje supervisado
  • Unsupervised learning techniques
  • Model evaluation and validation
  • Feature engineering
  • Model deployment pipelines
  • Fundamentos del aprendizaje profundo
  • Neural networks and architectures
  • AI applications in business

Module V – Data Visualization and Business Intelligence

  • Principles of data visualization
  • Diseño de paneles de control
  • Data storytelling
  • Visualization tools (Tableau, Power BI)
  • Python visualization libraries (Matplotlib, Seaborn, Plotly)
  • KPI design and business metrics
  • Business intelligence systems
  • Visual analytics for decision-making

Module VI – Data Mining and Predictive Modeling

  • Data mining process
  • Data preprocessing and cleaning
  • Feature selection techniques
  • Clustering methods
  • Classification algorithms
  • Regression models
  • Time series forecasting
  • Model optimization
  • Real-world predictive modeling

Module VII – AI and Data Science for Business Decision-Making

  • Data-driven business strategy
  • AI in corporate decision-making
  • Use cases across industries
  • Customer analytics
  • Financial analytics
  • Marketing analytics
  • Operations optimization
  • Ethical AI and governance
  • Case studies and real-world projects

Module VIII – Master Thesis

The Master Thesis may cover topics such as:

  • Artificial Intelligence applications in business
  • Predictive analytics and forecasting models
  • Data mining and pattern recognition
  • Business intelligence and decision support systems
  • Customer analytics and marketing optimization
  • Financial analytics and risk modeling
  • Operations and supply chain optimization
  • Industry-specific data applications (healthcare, finance, retail, etc.)

Methodology of the training program

Discover our executive immersion methodology. Face the resolution of complex corporate challenges through the analysis of real cases, master the technological ecosystems most in demand by senior management and learn under the mentorship of global leaders in business intelligence.

Learning platform

EUBI Online Training

Students at will have up-to-date information on the concepts being applied, links, additional content, news, articles, etc.

Accreditation of the training program

Accredited training

Certification EUBI Eduniversal
Certification EUBI Qualite Fle
Certification EUBI Eramus
Certification EUBI France Competence

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