Bachelor's in Data Science

3 Years On Campus Bachelors Program

NOVA University of Lisbon

Program Overview

The Bachelor's in Data Science at NOVA IMS, part of NOVA University of Lisbon, equips you with hands-on skills in statistics, programming, and AI to turn massive data into real insights and decisions—perfect if you're excited by tech, numbers, and solving big problems in industries like IT, banking, or retail. It's a practical 3-year program (180 ECTS) that builds versatile experts ready for the data explosion, blending theory with projects that mirror real jobs, all from Portugal's data science pioneers with 35+ years of leadership.

### Curriculum Structure
Year 1
You'll kick off with a solid foundation in math and computing, diving into Mathematical Analysis I, Linear Algebra, and Statistics and Probability Distributions to master the basics of data handling. Courses like Introduction to Programming and Computers' Architecture get you coding right away, while Personal Development I helps you build confidence for team projects. It's all about creating a strong base so you can tackle complex data challenges from the start.

Year 2
Here, things ramp up with data-focused tools: Algorithms and Data Structures, Statistical Inference, and Regression Analysis teach you to analyze patterns and predict outcomes. You'll explore Programming for Data Science, Optimization Algorithms, and Databases for efficient data work, blending stats with practical coding to handle real datasets.

Year 3
The final year is where you shine as a pro—Machine Learning I and Machine Learning II cover cutting-edge AI models, while Big Data Analysis, Deep Learning, and Text Mining prepare you for massive datasets and advanced apps. Wrap it up with the Capstone Project, electives like Forecasting Methods or Data Pre-processing and Visualization, and real-world prep through Ethics, Social and Legal Aspects of AI.

### Focus Areas
Artificial intelligence, machine learning, Big Data analysis, statistical modeling, programming, and data visualization—tailored for extracting knowledge from huge datasets.

### Learning Outcomes
Graduates become Data Scientists who build models, apply algorithms, interpret results for business impact, and bridge data collection to smart decisions across industries.

### Professional Alignment (Accreditation)
This program aligns with booming demand for data pros, offering careers like Data Scientist, Big Data Analyst, Data Engineer, AI/ML Specialist—backed by NOVA IMS's specialized training in high-growth sectors.

### Reputation (Employability Rankings)
NOVA IMS leads in data science education in Portugal, with top programs ranked globally; alumni land roles in IT, banking, consulting, and more, thanks to 35+ years of pioneering expertise.

[Official program page](https://www.novaims.unl.pt/en/education/programs/bachelor-s-degrees/data-science/)

Experiential Learning (Research, Projects, Internships etc.)

At NOVA IMS, our Bachelor's in Data Science dives right into hands-on learning from day one, blending programming, statistics, and AI to build real-world skills you'll use immediately. You'll extract insights from massive datasets using cutting-edge tools provided by our IT Department, like ESRI, SAS, Microsoft, MicroStrategy, OutSystems, QlikView, SAP, and SYBASE—all free for teaching and research. Our expert faculty, who've pioneered data science in Portugal for over 35 years, guide you through practical model-building and algorithm application with industry relevance.

Here's how we make experiential learning come alive for Data Science students, leveraging our top facilities on the vibrant Campus de Campolide:
- Access to specialized software suites from ESRI (for geospatial data), SAS, MicroStrategy, OutSystems, QlikView, SAP, SYBASE, Microsoft, and Clark Labs, supporting everything from AI development to big data analytics right in your coursework.
- Library and Documentation Services dedicated to information management and data science, plus full use for research, studies, and group projects.
- IT Department Helpdesk for personalized tech support, ensuring you master tools without roadblocks during practical assignments.
- Campus facilities including academic services for project scheduling, health services, leisure spaces, and food options to fuel collaborative work on campus.
- Connections for internships and recruitment through NOVA IMS associates like Banco de Portugal, INE, and ESRI Portugal, who offer awards, project mentoring (e.g., 10 days of GIS support), and staff recruitment via our interns.
- Colégio Almada Negreiros Building as your hub for classes, research, and events in the heart of Lisbon's Campolide Campus.

This practical edge sets our graduates up for high-demand careers—imagine applying right now for 2026/27 entry (open January 1st). Check out the full facilities list here: https://www.novaims.unl.pt/en/services-and-community/ad-nova-ims/ What do you say—ready to turn data into your future? Let's chat about your application!

Progression & Future Opportunities

At NOVA IMS, our Bachelor's in Data Science gets you hands-on with real data right from the start, building practical skills in programming, statistics, and AI through a curriculum designed for today's job market. You'll extract insights from massive datasets, create models, and apply algorithms that make a real difference— all taught by Portugal's top experts who've pioneered the field for over 35 years. The program emphasizes working with industry-standard tools and real-world projects to turn you into a versatile data scientist ready for anything.

Here's how we make experiential learning come alive with specific facilities, software, and opportunities tailored to Data Science students:

- Access to professional software suites like ESRI, SAS, MicroStrategy, QlikView, and more from partners including Microsoft and OutSystems, provided free for teaching and research via our IT Department.
- Library and Documentation Services dedicated to Information Management and Data Science, open to all students for resources, studies, and collaboration.
- Campus de Campolide facilities including IT support, academic services for projects and enrollment, plus spaces for group work and leisure to fuel team-based learning.
- Internship and recruitment opportunities through NOVA IMS networks, like access to staff recruitment via interns and partnerships (e.g., ESRI support for GIS-related Data Science projects).
- Group projects and practical training embedded in the 180 ECTS curriculum, focusing on AI, machine learning, and Big Data analysis for industrial applications.

Imagine applying to our program—applications for international students open January 1st, 2026. Check out the full facilities details here: https://www.novaims.unl.pt/en/services-and-community/ad-nova-ims/. Let's chat about your next steps!