Predictive Models • Supervised Learning
Prof. Dr. Carlos Ferreira
PhD in Computer Science from UFMG, with a dual degree from Politecnico di Torino and work focused on predictive models.
View profilePhD professors with established trajectories in Computer Science, Operations Research, Optimization, Machine Learning, and related fields lead the program’s academic and applied training.
Predictive Models • Supervised Learning
PhD in Computer Science from UFMG, with a dual degree from Politecnico di Torino and work focused on predictive models.
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Operations Research • Machine Learning
PhD in Production Engineering from UFMG with doctoral studies at the University of Stirling.
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Metaheuristics • Machine Scheduling
Assistant Professor with postdoctoral studies at Université Le Havre Normandie.
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Social Computing • Data Mining
PhD in Computer Science from UFMG, with research experience at the Max Planck Institute and work in social computing and data mining.
View profileIndustry 4.0 • Digital Production Management
Professor and researcher in Production Management, focused on Industry 4.0 and data-driven strategies.
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Data Science • Predictive Analytics
PhD in Computer Science working in Data Science, optimization, and predictive analytics for complex problem-solving.
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Data Mining • Social Media Analysis
PhD in Computer Science with experience in NLP and data mining.
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Operations Research • Optimization
PhD in Electrical Engineering from UFMG, with postdoctoral studies at the Université de Technologie de Troyes.
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Data Science • Machine Learning
PhD in Computer Science from UFMG, specialized in machine learning and social media analysis.
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Operations Research • Optimization
PhD in Production Engineering from UFMG, with work in optimization, algorithms, and Data Science for Industry 4.0.
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Public Management • University Administration
Secretary of the Data Science Specialization, specialist in Public Management.
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