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In this course, students will discover how all of the major components of web applications work and best practices in developing secure, data-driven web applications.

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...

Through this course, students learn how to go through the entire data analysis process.

This course teaches students to build a game that keeps their players interested and engaged, and to present their game in ways that allow it to stand out in the app store.

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

In this course students will learn about writing secure, developer-friendly APIs that will make their back-end application thrive and keep their users happy.

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 course teaches technical material, using Mininet (a network emulator) to show to its students how a computer network functions, what factors contribute to its efficiency...

This course teaches web developers to work with images on the modern web, so that their images look better and load quickly on any device.

jQuery is the most popular JavaScript library today. This course will teach its students how to use jQuery’s core features - DOM element selections, traversal and manipulation.

In this course, students will learn the fundamentals of responsive web design with Google’s Pete LePage! Participants will create their own responsive web page that works well...

First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...

This online course gives an introduction to inferential statistics. It teaches the basic concepts used to draw conclusions from data that might not be immediately obvious. The...

This course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This course provides the knowledge needed to start recognizing the role of design in today’s world. In addition to learning basic design concepts such as affordances and...

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

Through this course, students will learn how to optimize any website for speed by diving into the details of how mobile and desktop browsers render pages. Participants will...

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

In this cours, students will learn how to make asynchronous requests with JavaScript (using jQuery’s AJAX functionality). They will also learn how to use data APIs so they can...