40 Short courses in Machine Learning in Europe

Theoretical Foundations of Machine Learning
In his three-course Johns Hopkins Engineering's Theoretical Foundations of Machine Learning Dr. Erhan Guven guides you through the full machine learning workflow: from how to clean and prepare data all the way to building deep learning neural networks.

AI and Machine Learning for Business
This 6-week, part-time online AI and Machine Learning for Business course at University of Southampton will introduce you to the core capabilities of Artificial Intelligence (AI) and empower you to contribute to this exciting new era in global technological development.

Applied Machine Learning
There are few aspects of our digital lives that are untouched by machine learning. With this Applied Machine Learning degree at Noroff School of Technology and Digital Media, you'll teach systems to learn from data. You'll be highly qualified for jobs in AI and can start working straight after graduation.

Mathematics for Machine Learning
The Mathematics for Machine Learning course from UCL Summer School seeks to offer you a grounding in the language of modern machine learning, with a focus on topics in linear algebra, differential calculus, probability and statistics.

Machine Learning
The Machine Learning course from UCL Summer School aims to offer you an introduction to traditional machine learning in a rigorous mathematical fashion.

On Agriculture, Forest and Environmental Geodata Statistical Analysis, Modelling and Machine Learning [SAFEST]
This On Agriculture, Forest and Environmental Geodata Statistical Analysis, Modelling and Machine Learning [SAFEST] provides theoretical and practical teaching on statistical methods and tools for geodata handling and analysis, with special emphasis to soil traits, crop yield or plant biomass in agricultural, forest and other land uses under variable management and environmental conditions.

Introduction to Machine Learning and Deep Learning in Geosciences
This is an introductory-level course of Machine Learning. The aim of this course is to provide an overview of the main machine learning methods and their application to geophysical, geochemical, geological and environmental data.
Self-driving Cars
The "Self-driving Cars" course covers autonomous driving concepts using Autoware Mini from the University of Tartu Autonomous Driving Lab. Students will implement core autonomy stack components in Python and test their software in a virtual Tartu simulation. The course ends with a demo ride in a self-driving Lexus.
Computer Vision and Image Processing
The Computer Vision and Image Processing course offered by Luleå University of Technology describes different frameworks and programming libraries focused on applications. The course introduces the mathematical aspects and the background to the methods which are then applied in practice in different projects.
Energy Data Analytics and Forecasting
Energy Data Analytics and Forecasting course offered at the Lucerne University of Applied Sciences and Arts considers how machine learning can be used to help solve the energy forecasting problem.
Applied Machine Learning Systems - an Introduction
University College London (UCL)'s Applied Machine Learning Systems - an Introduction practical short course provides and introduction to the basic principles of machine learning systems engineering.
Intermediate End-to-End Machine Learning
This Intermediate End-to-End Machine Learning course offered by University of St Andrews is aimed at professionals with a high level of numeracy who are seeking to understand the core concepts, methods, and technologies that underpin modern machine learning.
Integrated Machine Learning Systems - Emerging Topics
Weekly seminars will be delivered by high-profile academics, experts from industry and other stakeholders in machine learning technology. University College London (UCL) offers the Integrated Machine Learning Systems - Emerging Topics programme.
Introduction to Data Science and Machine Learning
Data Science and Big Data Analytics are exciting new areas that combine scientific inquiry, statistical knowledge and computer programming. London School of Economics and Political Science offers the Introduction to Data Science and Machine Learning programme.
Machine Learning in Practice
From chatbots, personalised recommendations on social media, traffic predictions and virtual personal assistants including Siri and Alexa, advances in machine learning are becoming an integral tool that help individuals navigate the modern world. London School of Economics and Political Science offers the Machine Learning in Practice programme.
Deep Learning Methods for Medical Image Analysis
The Deep Learning Methods for Medical Image Analysis hands-on course by KTH Royal Institute of Technology will provide you with a general introduction of supervised learning and its applications in medical image analysis.
Mastering Generative AI
Look beyond the hype and FoMO, join the Mastering Generative AI course at Constructor Nexademy and find out what Generative AI and Prompt Engineering are all about.
Machine Learning for Robotics
The aim of this Machine Learning for Robotics course offered by Cranfield University is to provide delegates with the necessary knowledge and understanding for the application of machine learning & artificial intelligence techniques to real world industrial problems within the domain of robotics and beyond.
Artificial Intelligence on Microsoft Azure - Machine Learning and Python Basics Microcredential
During this Artificial Intelligence on Microsoft Azure - Machine Learning and Python Basics Microcredential from CloudSwyft Global Systems by FutureLearn you will develop AI and machine learning skills using Python and Microsoft Azure, on the path to role-based certifications.
Under the Hood of Machine Learning
During the Under the Hood of Machine Learning course, provided by KTH Royal Institute of Technology, you will learn the basics of AI, machine learning and Neural Networks.