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This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...
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 be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
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.
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...
This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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 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 course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...
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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...
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...
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
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