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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 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 program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...

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

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...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This online course explores artificial intelligence (AI) in a business context. It discusses potential uses, strategic impact, and competences needed.

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

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 machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...

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

This online course series gives an introduction to data science. The courses cover the concepts and tools needed throughout the entire data science pipeline. It covers topics...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

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 series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.

This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).