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This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
This online course explores how researchers try to find out about people, societies, and cultures.
This course builds on the theory and foundations of marketing analytics and focuses on practical application by demystifying the use of data in marketing and helping students...
This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...
In this course, web developers will learn to implement the OAuth 2.0 framework to allow users to securely login to your web applications. OAuth 2.0 is a popular framework that...
In this course students will learn to make fluid digital interactive experiences that are suitable for gaming and use the advanced sensor hardware built into the iPhone and...
This course offers an introduction to credit risk modelling and hedging. Students will approach credit risk from the point of view of banks, but most of the tools and models...
This course considers the problem of how a robot decides what to do to achieve its goals. This problem is often referred to as Planning and it has been formulated in various...
This course will expand participants´ programming skill set to read and manipulate data with more complex structure. They will also write programs with more complex structure.
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific...
This online course program explores how to develop different layers of a Cloud computing infrastructure including software defined networks, distributed runtime systems,...
This course teaches web developers to work with images on the modern web, so that their images look better and load quickly on any device.
Focusing on the basics of machine learning and embedded systems, such as smartphones, this online course will introduce learners to the “language” of TinyML.
This online course gives an introduction to the concept and practice of ecosystem-based management of Large Marine Ecosystems (LMEs).
This online course explains ways to generate positive results in an organization by adopting key leadership behaviors and an entrepreneurial mindset.
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 is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...
This online course explores the topic of electric cars, its leading technologies, profitable business models and effective policies.
This online course gives an introduction to Marketing Analytics. It provides learners with exposure to essential tools including exploratory data analysis, as well as regression...
This online course explores how to create a mobile application, including research, design, usability, implementation and field evaluation.
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