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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...

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course gives an introduction to descriptive statistics. It teaches the basic concepts used to describe data. (Note: There is a further course by Udacity teaching...

In this course, students will explore how to wrangle data from diverse sources and shape it to enable data-driven applications.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This course is designed to help its students to materialize their game-changing idea and transform it into a product that they can build a business around.

This online course teaches how to build web applications with Sinatra, an elegant and approachable web development micro-framework for Ruby.

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.

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

This course is designed to teach web developers how to utilize the various object-oriented programming features within JavaScript, and more importantly, how to write reusable...

This course teaches students how to build powerful web and mobile apps and host them in the cloud, without writing a line of code.

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

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

The Apache™ Hadoop® project develops open-source software for reliable, scalable, distributed computing.Through this course, students will learn the fundamental principles...

In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

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...

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...

Through this course students will understand the rationale behind the current design and implementation decisions in modern OS’s (like Linux) by considering the historic...

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...

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