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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 teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

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

This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...

In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.

This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.

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...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

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

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

This online course teaches how quantum communication provides security that is guaranteed by the laws of nature.

This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

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...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...