Machine learning is at the core of AI today — which makes understanding and being able to build machine learning models a key skill to add to your toolkit as a data practitioner. Whether you're a junior data scientist, an experienced developer new to data science, or a researcher aiming to apply machine learning in your work, this programme is your gateway to mastering advanced data manipulation and machine learning techniques using Python.

This course equips you with that skillset by providing the foundations, introducing core machine learning concepts, and by exploring various algorithms that range in complexity that you can leverage as a machine learning practitioner. You'll deepen your understanding of Python for data science, learn advanced data manipulation, and start working with sophisticated machine learning models.

You'll also explore the latest in neural networks and ensemble techniques. This hands-on approach ensures you can apply your learning directly to real-world problems, enhancing your ability to forecast trends, make informed decisions, and contribute to your organisation's success.