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Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

This introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

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 explores strategies for driving business success in the new digital economy.

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

This online course explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This online course teaches what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...