Course Curriculum

Explore the curriculum of the specialization. The modules were organized to guide students from Data Science foundations to the development of applied projects grounded in strong methodology.

Program overview

Hours of content 360
applied projects developed for major companies 60+
Specialized modules 5

Module 1 75h

Introduction to Data Science and Applications

Data Science fundamentals, Industry 4.0, Python programming, and information retrieval from the web and social networks.

View module

Module 2 45h

Descriptive Data Analysis

Descriptive statistics, visualization, dimensionality reduction, and unsupervised learning.

View module

Module 3 105h

Predictive Models

Supervised learning, neural networks, ensemble methods, and natural language processing.

View module

Module 4 60h

Prescriptive Methods

Decision theory, combinatorial optimization, and reinforcement learning.

View module

Module 5 75h

Methodological Support and Application

Scientific methodology, technical standards, and development of the applied Data Science project.

View module