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This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

This online lecture provides an introduction to mathematical modeling of computational problems.

This online course gives an introduction to network transformation, including software defined infrastructure (SDI), network functions virtualization (NFV), software-defined...

This online course explores energy efficiency as the amount of energy that is consumed by the hardware during the runtime of an algorithm. The course also explains the relevant...

This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...

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 covers techniques for monitoring your projects in order to align client needs, project plans, and software production. It focuses on metrics and reviews to track and...

This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...

This course will teach the core process of experience design and how to effectively evaluate work with the people for whom you are designing. Students will learn fundamental...

In this course, students will build a series of simple apps to become more comfortable with the UIKit framework. This framework constitutes the building blocks of the user...

This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.

This online course explores how to design algorithms, solve computational problems and implement solutions efficiently. It includes practical applications such as sorting and...

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

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 course focuses on technical, mobile and social strategies for increasing site traffic. Learn how to build SEO for international audiences through content localization,...

This online course teaches how to design large software systems that solve real-world problems using object-oriented design techniques.

This MOOC discusses cybersecurity in the context of mobile devices.

This online course series gives an introduction to Neural Networks, Deep Learning, and Tensorflow.

This course teaches how to program in R, which is a popular language used by data scientists and researchers.

Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...