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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online course is intended to provide a general introduction to key concepts in cyber security. It includes fundamental topics, cryptography basics, and security management.
This online course teaches how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.
This online video lecture series gives an introduction to machine learning and pattern recognition.
This course will explore game worlds in existing games and study the art and influences that inform their themes and styles.
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 online course teaches about NodeJS, V8, Express, the MEAN stack, core Javascript concepts, and more.
This online course teaches how to develop an algorithm, read code and understand how programming concepts relate to algorithms.
This online course teaches how to build a full-stack web app with ASP.NET Core, Entity Framework Core and Angular 2 (Angular 4+).
Participants of this course will understand the content marketing and social media ecosystems and how these interconnected channels drive search results to a website. They will...
This online course teaches front-end web development with JavaScript and ReactJS.
This online course gives an introduction to Jira, one of the most widely used project planning and status tracking applications in the world.
This online course is designed to teach participants about managing application containers, using Kubernetes. It is designed for students with backgrounds in Operations or...
This online course program teaches the key concepts of HTML, CSS and JavaScript to create websites. HyperText Markup Language (HTML), Cascading Style Sheets (CSS), and...
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
This course explores concepts and techniques of advanced analytics for ecosystems around software systems and software development processes. Big data and big data analytics are...
This online course explores the fundamentals of Information Systems in a corporate environment, including operating systems, office applications, communication and internet...
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer,...
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
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