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Science of Information Learning Hub



Information Frontiers Pathways

Themed tracks for both general audience, and core majors (CS, EE, Math, Stats) at undergraduate level, and advanced tutorial series at the PhD level. We also offer students with Spanish as their first language the Introduction to Science of Information course.

 




Full Semester Courses

Of interest for instructors and students, these full semester courses by our Center and affiliated faculty offer a range of content including syllabi, lecture slides and class notes, homework, code, projects and labs, texts, and other resources. Links to external websites are maintained by individual faculty. Please contact them directly for use of their content in your classroom. We encourage faculty to engage with us in sharing course content, and developing new topics (contact: education@soihub.org).

 

 

An introduction to computer science as an academic discipline, and the nature, developm ...

 

Statistical learning theory is a burgeoning research field at the intersection of proba ...

 

Advanced course investigating key challenges in multiuser systems hosted by Stanford Un ...

 

Claude Shannon's foundations of information theory have paved the way for data storage, ...

 

This advanced two-week course will introduce participants to a broad array of modern st ...

 

An application and example based first course in discrete math including integers, grap ...

 

Information is a unifying theme in our world. It is creatively used as the foundation o ...

 

This course will introduce network theory and discuss its application to a wide variety ...

 

Introduction to the fundamental algorithms and data structures using Java.

 

 

An introduction to mathematical probability suitable as preparation for actuarial scien ...

 

In this small course (1 lecture/week), we study the basic techniques for designing, ana ...

 

Information theory is the science of operations on data such as compression, storage, a ...

 

The advanced course will focus on theoretical and algorithmic aspects of universal sche ...

 

The goal of this semester course seminar is to introduce freshmen to the design process ...

 

The goal of the course is to introduce probabilistic modeling and its role in solving e ...

 

In this class students will learn state-of-the-art data science tools and workflows to ...

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