Advanced Search

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:...

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

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

This online course is a business-oriented course on machine learning that covers the key concepts and technologies for beginners.

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

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

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...

This online course teaches Machine Learning for iOS development.

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

This introductory MOOC (online course) teaches theory, algorithms and applications of Machine Learning.

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This online course teaches how to to create machine learning algorithms in Python and R.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

This is a non-technical online course that gives an introduction to artificial intelligence (AI). It covers examples of AI applications, technologies like machine learning and...