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This course will teach its students two techniques for storing data to their device’s hard drive: the NSKeyedArchiver method and the more complex, but robust Core...

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

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 teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

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...

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

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...

This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.

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...

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

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

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

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...

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 MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

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...