The Python & AI/Machine Learning Bundle brings together two powerful courses designed to take you from programming fundamentals to advanced AI applications. Starting with Python programming, you'll build a strong foundation in data analysis, learning everything from basic syntax to object-oriented programming, and apply your skills to a Capstone Project analyzing a large dataset of parametrized hull geometries. Then, you’ll move into the world of Artificial Intelligence, exploring machine learning algorithms, neural networks, deep learning, and model optimization through hands-on exercises and a personalized final project. By completing this bundle, you'll acquire the skills to write Python code, build, train, and evaluate AI models, and implement a fully functioning machine learning pipeline, all while preparing you for more advanced AI topics.

Finite Element Analysis (FEA) has become an essential skill. This course covers theoretical and practical aspects of FEA applied to structural analysis. In the theoretical section, you will explore concepts like material resistance, beam models, finite element fundamentals, and how a FEA software works. The practical lessons will guide you through model preparation, meshing, local axis, boundary conditions, materials, loads, post-processing, key results to look for, and how to prepare a professional report. The course also features multiple examples based on a bulk carrier ship and a fast craft and culminates in a final project involving a planning motorboat, which will allow you to apply everything you have learned in a practical context.