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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 course teaches front-end developers to to work quickly and efficiently and provides them a set of tools to improve their work.

This online course program shows how to deploy, build, migrate, and monitor cloud-based applications on Microsoft Azure. It includes modules on Azure applications, Azure...

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

In this course, web developers will learn to implement the OAuth 2.0 framework to allow users to securely login to your web applications. OAuth 2.0 is a popular framework that...

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...

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

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 cloud computing as an AWS Cloud Architect.

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 series teaches how to build declarative user interfaces for the web with React, and for iOS and Android with React Native.

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.

This online course gives an introduction to security issues relating to cyber-physical systems and the internet of things.

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

This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

This comprehensive online course series will introduce participants to the field of artificial intelligence. It includes topics such as search and optimization; logic,...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This course blends instruction with real life examples to help its participants effectively develop, implement, and measure their monetization strategy, iterating on their product.

This course will guide its students through the iterative process of prototyping an app and conducting user research.

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