Teaching

🔢🧠🚀 Introduction to Machine Learning (BSc Course)

February 2025 – Ongoing
Frontal lessons during lab classes.

Lab Topics:

• Introducion to Python
• KNN
• Classification and Regression
• Introduction to PyTorch

🧬🦋🤖 Bio-Inspired Artificial Intelligence (MSc Course)

September 2024 – December 204
Frontal lessons during lab classes.

Lab Topics:

• Evolutionary Algorithms
• Multi-Objective Evolutionary Algorithms
• Swarm Intelligence
• Neuro-Evolution
• Swarm and Evolutionary Robotics
• Genetic Programming

For more details, check:

• Course Information
• Course Material

📈🔍🧠 Optimization Techniques (MSc Course)

February 2024 – July 2024
Frontal lessons during lab classes.

Lab Topics:

• Grid Search, Random Search, and Local Search
• Deterministic/Stochastic Global Optimization
• Genetics, Evolution, and Nature-Inspired Analogies
• Multi-Objective Optimization
• Integer and Dynamic Programming
• Robust Optimization

For more details, check:

• Course Information
• Course Material

💻🛠️⚙️ Computer Architectures (BSc Course)

February 2023 – Ongoing
Responsibilities included:

• Exam material preparation
• Oral exam evaluations

For more details, check:

• Course Information
• Course Material