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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 the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...

This course series gives an introduction to machine learning applications in finance. The courses are designed for students of finance or computer science/artificial...

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

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 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 takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

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 program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

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

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

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 machine learning applications in finance organizations such as hedge funds or banks.

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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course gives a short introduction to machine learning and data science for everyone.

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.