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This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.
This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...
This online course series introduces the Go programming language from Google and provides learners with an overview of Go's special features.
The Apache™ Hadoop® project develops open-source software for reliable, scalable, distributed computing.Through this course, students will learn the fundamental principles...
This series of online courses will teach industry-standard theory and methods for developing successful user interfaces (UIs).
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 course explores how the effectiveness of software development projects can be pro-actively improved by applying concepts, techniques, and tools from software diagnosis.
This online course gives an introduction to the fundamentals of Artificial Intelligence. It includes various topics in the field along with a discussion of foundational concepts...
This course will guide its students through the iterative process of prototyping an app and conducting user research.
This course teaches the principles of video and audio codecs used for media content in iTunes, Google Play, YouTube, Netflix, etc. Students will learn the file formats and...
This online course program explores how to develop different layers of a Cloud computing infrastructure including software defined networks, distributed runtime systems,...
This online course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.
This online course series gives an introduction to blockchain technology. It explains basic concepts, shows how to implement smart contracts, and teaches to program on the...
This online course shows how to build, compose, deploy, and manage Docker containers.
This online course gives an introduction to the basic structure of a web application and the overall structure of a Django application.
This online course series gives an introduction to Machine Learning and Deep Learning, using various tools and methods as well as practical applications.
This course focuses on how to design and build secure systems with a human-centric focus. It will look at basic principles of human-computer interaction, and apply these...
This course teaches about functional programming, and how it can be effectively combined with object-oriented programming. Students will gain practice in writing clean...
This course will explore in-depth the challenges for cloud networking—how do we build a network infrastructure that provides the agility to deploy virtual networks on a shared...
This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...
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