Python + AI & Machine Learning

What is a Bundle?

A bundle is a collection of courses we have wrapped up for you based on criteria such as complementarity, reinforcement, and/or enlargement of the subjects covered in each one.

Bundles also allow for the development of different learning paths by bringing together courses relevant to an area of knowledge related to Yacht Design. With bundles, we can guide our Students in their journey better.

They also enable us to offer the courses at a discount. Instead of enrolling sequentially in different courses, Students can now enroll in several simultaneously and benefit from a price reduction.

What is included in this bundle?

This bundle gives you access to the following courses:

• Introduction to Python: From Zero to Classes
• AI & Machine Learning: From Scratch to Advanced Models

Introduction to Python: From Zero to Classes covers Python programming with a focus on data analysis, starting from the fundamentals and progressing to more advanced topics such as classes. You will learn key concepts, including data structures, control flow, functions, file handling, object-oriented programming, and modules. Through the Capstone Project, you will gain hands-on experience managing large datasets by analyzing a collection of parametrized hull geometries. By completing this course, you will acquire the knowledge and skills necessary to write and understand Python code.

AI & Machine Learning: From Scratch to Advanced Models takes you through everything from AI fundamentals to advanced neural networks, with plenty of hands-on learning. You will explore machine learning types, key algorithms, deep learning, and model optimization. The course includes training neural networks, data preprocessing, and techniques for performance improvement. You will also work on real-world datasets with a personalized final project. By the end of this course, you will have a deep understanding of how machine learning models work, be able to build, train, and evaluate your own AI models, have a working machine learning pipeline using real-world data, and have a solid foundation to explore more advanced AI topics.

Organization

The courses are video-based and on-demand, allowing you to learn at your own pace, wherever and whenever you want. They include videos, quizzes, and downloadable documents and provide access to the courses’ virtual private classrooms, where you can interact with the instructors and other students. You will receive the Course Certificate upon completing all lessons, passing the quizzes, and having your course assignment approved.

Welcome aboard, and enjoy the courses!