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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...

This series of MOOCs explores the fundamentals of probabilistic graphical models.

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 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 comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

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 online video lecture series discusses advanced topics related to algorithms in computer science.

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

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.

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course series gives participants the opportunity to become a robotics engineer. The program covers all key aspects of modern robotics and was created with leading...

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.

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...

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

This online course explores algorithmics and graph theory using Python.

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

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...

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.