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This course presents the fundamental probability and statistical concepts used in elementary data analysis.

This online course program explores Generative Adversarial Networks (GANs). It includes image generation with GANs, charting a path from foundational concepts to advanced...

This online course explains robust analysis techniques to predict and validate design performance and life of machines. It includes critical material properties in design, such...

This course teaches how to assess a patient with suspected respiratory disease, and provides an overview of the presentation, diagnosis and management of the common and less...

This online course helps to design embedded system behaviour that is structurally sound.

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This economics course provides an introduction to the field of cybersecurity through the lens of economic principles. 

The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...

This online course explores various techniques and technologies to image, process and analyse data related to the human body and its biological processes. It includes topics...

This online course explores object-oriented analysis and design of software. Participants should have some programming experience in Java.

In this course students will learn how to read carefully, write effective arguments, understand the writing process, engage with others' ideas, cite accurately, and craft...

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 explores materials from the atomic to the continuum level, and apply the learning to mechanics and engineering problems.

This online course teaches the entity framework and how to connect applications to a SQL Server database.

This online course explores how synthetic biology, genetic engineering, and metabolic engineering is used in algae biotechnology. The course also gives an overview of the...

This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

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 expand participants´ programming skill set to read and manipulate data with more complex structure. They will also write programs with more complex structure.

This MOOC explores important human parasitic diseases, including their life cycles, vectors of transmission, distribution and epidemiology, pathophysiology and clinical...

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...