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Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...
This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...
This MOOC covers all aspects involved in the design of supply chains for companies and organizations anywhere in the world. It teaches how to design and optimize physical,...
In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...
The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...
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...
This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...
This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).
This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.
This online course focuses on understanding data and business analytics and become a leader in these areas in business organizations.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.
This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.
This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.
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