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.

This course covers Python programming, focusing on data analysis, starting from the basics and building up to more advanced topics like classes. Python is a powerful open-source programming language and one of the most popular worldwide. Its vast ecosystem has libraries and frameworks available for virtually every need. This course will explore how Python can be leveraged to tackle complex challenges. With the Capstone Project, you will learn to manage big data by analyzing a large dataset of parametrized hull geometries. Completing this course will give you the knowledge and skills to understand and write Python code.

This course provides the knowledge and tools required to understand, perform, and analyze the results of Computational Fluid Dynamics simulations with the open-source software OpenFOAM. By completing the course, you will be able to carry out CFD simulations with OpenFOAM for different naval and marine applications. The course also includes extensive theoretical explanations of hull resistance and the physics of lift generation.