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This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...
Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This series of MOOCs explores the fundamentals of probabilistic graphical models.
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
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 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...
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 online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.
This MOOC gives an introduction to Python and includes data analysis techniques.
This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...
This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...
In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...
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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