Advanced Search

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 expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

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 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...

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...

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 course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

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...

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.

This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

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.