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This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

This video lecture discusses model driven software engineering (theory and tool support).

This online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)

This online course teaches intermediate techniques to transform table data in SQL.

This course teaches how to build web apps using AngularJS 1.x, enabling learners to use AngularJS to create their own apps.

This is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...

This online course gives an introduction to Alexa, the Voice User Interface (VUI) application by Amazon.The course shows how to build a simple interaction model that responds to...

This online course teaches how to create animations as well as how to test an app, how to use Google Play Services, and how to simplify networking by using Retrofit and RxJava.

This online course teaches how to publish a personal website to the public Internet.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

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 (part 2 of 2 courses) teaches how to build powerful interactive applications with this popular JavaScript library. React is an open source library developed...

This online video lecture series gives an introduction to deep learning.

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

This online course gives an introduction to the Bootstrap framework.

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

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 lecture gives an introduction to the concept of Parallel Programming.

This course teaches how to build web apps with Ruby on Rails 4, giving learners the skills to use Ruby on Rails to create their own apps.

This series of online courses explains the role of testing in web development. Participants will build a testing suite for a full-stack web application.