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

This course teaches about mechanics. Most of the phenomena in the world around you are, at the fundamental level, based on physics, and much of physics is based on mechanics....

In this online course, participants write programs in Java to solve real­ world problems that are large enough to require multiple classes working together. Participants learn...

This online course explores the fundamental principles underpinning statistics. It is aimed at those with some prior knowledge of statistics and covers topics such as parametric...

This online course (MOOC) introduces AWS professionals to the core capabilities of Google Cloud Platform (GCP).

This MOOC will build upon basic environmental science and environmental engineering principles to discover how to best implement Monitored Natural Attenuation (MNA) as a viable...

This online course (MOOC) gives an introduction to semantic web technologies. The basic idea of the semantic web is to have metadata that provides information about the context....

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

Topics covered in this online lecture (part 2) include the general formalism of quantum mechanics, harmonic oscillator, quantum mechanics in three-dimensions, angular momentum,...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This online course gives an overview of business organizations, business financing, and governmental regulation.

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

This online course (MOOC) gives an introduction to biological engineering (bioengineering). Participants will learn about established and emerging cellular design principles and...

This applied computer science MOOC teaches the vocabulary, concepts and mechanisms common to all digital networks, and explores the TCP, UDP and IP protocols that support all...

This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...

This online course focuses on commonly encountered management issues with the adoption and implementation of cloud computing.

This online course series gives an introduction to Machine Learning and Deep Learning, using various tools and methods as well as practical applications.

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

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

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