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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...

This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.

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

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 series prepares its participants for a job as a Full Stack Web Developer. The students will learn to build complex server-side web applications that make use of...

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...

This online course program explores best practices for using the Agile framework to build products faster and more efficiently. It also includes lessons on Scrum, Kanban, and XP.

This online course shows how to work with big data and build machine learning models at scale using Spark.

This course provides informations about the basic principles of 3D computer graphics: meshes, transforms, cameras, materials, lighting, and animation.

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 teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...

This online course program gives an introduction to SQL, the core language for Big Data analysis. It explores SQL and NoSQL for relational and non-relational database systems.

This online course teaches two frameworks for sign-up and authentication: Account Kit, which uses a phone number and code, and Facebook Login for Android.

This online course shows learners how to optimize their interviewing skills for technical Android developer interviews.

This course gives to its students both insight into the fundamentals of image formation and analysis, as well as the ability to extract information much above the pixel level....

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 program explores how to fuse lidar point clouds, radar signatures, and camera images using Kalman Filters to perceive the environment and detect and track...

This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.