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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 online course program gives an introduction to cloud computing as an AWS Cloud Architect.

This online course series teaches the critical skills needed to become a data scientist. It includes the mathematical and computational tools that form the basis of data science...

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

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course explores the embedded system stack with a focus on processor architectures, instruction sets and the associated advanced compiler optimizations.

In this project-centered course, participants design, build, and publish a basic website that incorporates text, sound, images, hyperlinks, plug-ins, and social media...

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

Arduino senses the environment by receiving inputs from add-on devices such as sensors, and can control the world around it by adjusting lights, motors, and other actuators. In...

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

This online course teaches how to build native mobile apps for Android, iOS and Windows using C#.

The Raspberry Pi is a small, affordable single-board computer that students will use to design and develop fun and practical IoT devices while learning programming and computer...

This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...

This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.

This course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....

This online course explores the key infrastructures of drinking water and electricity, and policies that have been developed to strengthen their cybersecurity programs.

This course covers the concepts of the most important information technologies. Topics covered include Smartphones, OS, Cloud Computing, Big Data, CDN, Wi-Fi, Bluetooth, Mobile...

This online course gives an introduction to Node JS and Deno.js. It also includes building REST APIs with Node.js, GraphQL APIs, authentication, MongoDB, SQL, and more.

This online course shows how to create motion graphics using Adobe After Effects CC.

This course is an introduction to the Objective-C programming language and will prepare students for more extensive iOS app development and build a foundation for advanced iOS...