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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 course series teaches the fundamentals of how the web works and offers a working knowledge of the three foundational languages that power each and every website: HTML, CSS...

This nanodegree course program teaches natural language processing techniques to process speech and analyze text. It also explores projects and tasks such as speech recognition...

This online course gives an introduction to modeling and simulation of cyber-physical systems.

This online course teaches how to grow an app's user base using Firebase Analytics, a free and unlimited analytics solution.

This online course series gives an introduction to deep reinforcement learning, including value-based methods, policy-based methods, and multi-agent reinforcement learning. Some...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.

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 course gives an introduction to machine learning and includes a wide range of supervised-learning techniques, from simple linear regression to support vector...

This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...

In this course students will learn how VoIP systems like Skype work and implement their own app for voice calls and text messages. They will start by using the Session...

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

This online course explores how to create a mobile application, including research, design, usability, implementation and field evaluation.

This online course teaches how to make a full e-commerce website with PHP. Participants will build a complete e-commerce store that will communicate with Paypal to send requests...

This course will help its students to organize a strategy of identifying their perfect users and to find ways to connect with them. The participants will learn how to grow their...

This online course helps to learn how to transition from exploratory analysis to explanatory analysis.

This online video lecture series gives an introduction to Reinforcement Learning.

This course considers the common data structures that are used in various computational problems. Participants will learn how these data structures are implemented in different...

In this course, students will discover how all of the major components of web applications work and best practices in developing secure, data-driven web applications.