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This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

In this online course, participants will learn the basics of modern Artificial Intelligence (AI).The course also includes some of the representative applications of AI,...

This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

Focusing on the basics of machine learning and embedded systems, such as smartphones, this online course will introduce learners to the “language” of TinyML.

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course explores what Generative AI is, how it is used, and how it differs from traditional machine learning methods.

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This online course gives an introduction to the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...

This online course gives an introduction to machine learning for non-technical business professionals.

This online course gives an introduction to artificial intelligence and machine learning using Python. The course is being offered by the creators of one of the most popular...

This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will also introduce a range of...

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This online course explores how Deep Learning and Machine Learning technology can be used in many aspects of business and industry.

This online course explores how to apply machine learning in practice, using Google's approach including TensorFlow models.

This online video lecture series gives an introduction to Reinforcement Learning.

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...