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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.

This course covers how to find the right people to fill out a data science team, how to organize them to give them the best chance to feel empowered and successful, and how to...

The Apache™ Hadoop® project develops open-source software for reliable, scalable, distributed computing.Through this course, students will learn the fundamental principles...

This online course gives an introduction to thermodynamics.The course explores how to characterize the energy state of a system and the mechanisms for transferring energy from...

In this macroeconomics online course, participants will learn to predict macroeconomic variables such as inflation, growth or consumption, and to create statistical models in...

This economics and finance course surveys developments in the area of prudential risk regulation with particular emphasis on stress testing as the primary tool of regulation....

This online course explains robust analysis techniques to predict and validate design performance and life of machines. It includes critical material properties in design, such...

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...

In this course, the students will learn to plan and stick to time and cost constraints in order to ensure the success of projects.

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 introduces fundamental principles for the use of drugs as therapy. It encourages participants to have realistic goals regarding the strengths and limitations...

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 course is designed for people who would like to get a deeper understanding of astronomy: white dwarfs, novae, supernovae, neutron stars and black holes.