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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...

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.

In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.

After this course, students should be able to apply Swift essentials to building iOS apps and employ Swift’s more unique elements, like optional types and switch statements,...

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 online course explores how to manage globally distributed teams with the Upwork freelance platform.

In this course, through several sample projects, students will learn how to use the canvas; how to make compositions using shapes, images, and text; how to create effects and...

This online course shows learners how to optimize their interviewing skills for technical data science interviews.

This online course gives an introduction to foundational cloud computing skills. It includes lessons on the fundamental concepts, major cloud service providers such as AWS, and...

In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.

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

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 will introduce participants to web deployment platforms. They will begin by deploying their first web application to the Heroku platform, making it publicly...

This online course explains how to design a new iOS mobile product that puts users first.

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

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....

This course teaches students to think offline-first. This means that they have to make their applications perform their best in all scenarios, not just ideal ones.

This course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

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