Supervised Learning

Learn how to deploy artificial intelligence to control and calibrate semiconductor quantum computing chips. Quantum computing is a fast-growing technology and semiconductor chips are one of the most promising platforms for quantum devices. The current bottleneck for scaling is the ability to control semiconductor computing chips quickly and [...]

This course is uniquely tailored to the needs of investment professionals or those with investment industry knowledge who want to develop a basic, practical understanding of machine learning techniques and how they are used in the investment process. Incorporating real-life case studies, this course covers both the technical and [...]

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in Python.

Learn the fundamentals of machine learning to help you correctly apply various classification and regression machine learning algorithms to real-life problems using the Python toolbox scikit-learn. Machine learning classification and regression techniques have potential uses in various engineering disciplines. These machine learning models allow you to make predictions for [...]

A meaningful learning opportunity to empower young people, especially young women to pursue a career in machine learning through a gender conscious narrative. Would you like to know the basics of machine learning, but don't know where to start? Would you like to learn about the societal challenges of [...]

Gain a high-level introduction to the field of machine learning and prepare to use Azure Machine Learning Studio to train machine learning models. Plus, learn how to perform a variety of tasks on Azure Machine Learning labs — from data import, transformation and management to training, validating and evaluating [...]

An overview of the techniques that are transforming many industries and will change our lives. The MOOC provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the MOOC briefly [...]