Data Science: Machine Learning with Python

This Machine Learning with Python course will give you all the tools you need to get started or advance your knowledge on machine learning with Python. The course has a strongly practical hands-on focus, and students will gain experience in applying machine learning on real data and interpreting the results. Through lectures and practicals, the students will learn the necessary skills to explore, design, implement, and understand their own machine learning applications. We will cover both fundamental and advanced concepts of machine learning such as data exploration and visualization, supervised and unsupervised models, evaluation, deep learning models and explainability. Participants should have a basic knowledge of programming and a strong motivation of scripting and programming in Python. Participants are requested to bring their own laptop computer. Software will be available online

Course leader

Dr. Anastasia Giachanou