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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...

This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...

This online course explores how Hyperledger Aries, Indy and Ursa add a necessary layer of trust to the Internet, creating and using independent digital identities rooted on...

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This online course explores algorithmics and graph theory using Python.

This online course teaches the skills needed to create dynamic content by storing and retrieving data through the use of databases and files including CSV, XML and JSON.

This online course teaches HTML 5. The course is designed for beginners and includes  5 hours of video lectures as well as further materials.(Also check out this overview of...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

This online course gives an introduction to the programming language Java. It includes 8 lessons covering the fundamental syntax as well as objects, strings, data structures and...

In this online course, participants will learn how to organize their code, and why that’s important. They will be using the MVC Design Pattern in the web application...

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

This series of online courses (MOOCs) gives an introduction to the programming language Python.It teaches fundamental programming concepts including data structures, networked...

This online course gives an introduction to Swift, a programming language developed by Apple for iOS and macOS.

This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

This is an online lecture that introduces students to the complexities of working in small, multidisciplinary teams to develop video games. Students will learn creative design...

This online course series discusses intermediate-level concepts of cryptography. It includes the security of information systems, information entropy, classical cryptographic...

This online course explains how to create a chatbot. It includes the theory of natural language processing and deep learning. The course is designed for beginners with basic...

This online course series gives an introduction to important security aspects in software design.