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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 course begins a series of classes illustrating the power of computing in modern biology. It teaches how to apply popular bioinformatics software tools to real experimental...

In this course, participants will study security and trust from the hardware perspective. Upon completing the course, students will understand the vulnerabilities in current...

This online course gives an introduction to SAP HANA for database and system administrators.

Participants of this course will gain an understanding of search engine algorithms and how they affect organic search results and websites. They will also learn the key elements...

This online course focuses on a framework for understanding how to use language constructs effectively and how to design correct and elegant programs.

This online course gives an initial introduction to fundamental blockchain concepts for beginners. It also discusses popular uses such as cryptofinance.

This online course teaches the skills needed to create dynamic content by storing and retrieving data through the use of databases and files including CSV, XML and JSON.

This online course teaches programming in a scientific context. The course is based on the Java programming language and teaches basic skills for computational problem solving...

This online course gives an introduction to the programming language Java. It includes 8 lessons covering the fundamental syntax as well as objects, strings, data structures and...

This online course explains the computer on the hardware level.

This online course (MOOC) explores various online marketing opportunities and how to use the Internet, social media, and digital analytics to successfully market a business.

This sequence of online courses teaches how to plan, build, and deploy applications and APIs into Microsoft Azure. The sequence includes several individual short video courses,...

This sequence of online courses teaches the key concepts of Microsoft Dynamics, an Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) software tool....

This online course shows how to create motion graphics using Adobe After Effects CC.

In this course, participants will learn how to apply the functional programming style in the design of larger applications. They will also learn some best practices on how to...

This online course shows how to build powerful, fast, user-friendly and reactive web apps. It includes Reactjs, Redux, React Routing, Animations, Next.js basics and more.

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

This online course teaches how to master MongoDB and Mongoose design with a test-driven approach.