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

This online course gives an introduction to machine learning applications in finance organizations such as hedge funds or banks.

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 AI, Big Data, and Machine Learning for learners with a business background.

This online course explores key AI concepts, including machine learning, deep learning and neural networks. The course is designed for beginners and no programming skills are...

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

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 covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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 online course gives an introduction to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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

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

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

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

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

This course teaches how to get robots to incorporate uncertainty into estimating and learning from a dynamic and changing world. Specific topics that will be covered include...