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Developing AI-enabled Applications

  • Number of Courses6 courses
  • Duration14 hours

This path explores both traditional machine learning and modern generative AI approaches. This path guides you through building intelligent applications using various frameworks and platforms, from ChatGPT integration to specialized AI agents. Learn to leverage powerful tools like LangChain, OpenAI's APIs, and Microsoft's Semantic Kernel to create sophisticated AI solutions. The curriculum combines practical implementation with architectural best practices, teaching you to build scalable, responsible AI applications across multiple programming languages and frameworks.

Courses in this path

Foundations

Covers using ChatGPT as a code assistant.

Using ChatGPT to Code a Full-stack Web Application

  • by Amber Israelsen
  • 54m 5s Duration
  • 4.7  (63)

AI-powered Application Development

LangChain and Semantic Kernel

LangChain Development

  • by Tom Taulli
  • 2h 55m 24s Duration
  • 3.9  (18)

Developing Generative AI Applications with Python and Open AI

  • by Xavier Morera
  • 2h 49m 26s Duration
  • 4.5  (35)

Building AI-enabled .NET Applications

  • by Gill Cleeren
  • 2h 45m 37s Duration
  • 4.8  (34)

Building AI Applications with Semantic Kernel and C#

  • by Gill Cleeren
  • 3h 19m 59s Duration
  • 5.0  (12)

Building Apps with Machine Learning in .NET

  • by Thomas Claudius Huber
  • 1h 6s Duration
  • 4.8  (29)

Learn with the best

Amber Israelsen
Amber Israelsen
Amber has been a software developer and technical trainer for over two decades, sharing her expertise in AI, machine learning, AWS, and Power Apps with students around the world. She has a knack for making complex tech topics easy to grasp, whether you’re a developer, designer, or business professional. Amber holds certifications in machine learning, AWS, and various Microsoft technologies, including her experience as a former Microsoft Certified Trainer. With a strong background in visual com... more
Tom Taulli
Tom Taulli
Tom Taulli (@ttaulli) is the author of AI-Assisted Programming: Better Planning, Coding, Testing, and Deployment (https://amzn.to/48qeAa9). He has been programming since he was in high school, when he wrote computer programs for magazines (yes, in the 1980s, there were publications that had code listings!). When he got into college, he started a company that sold Windows software for exam preparation. He then founded other companies like Hypermart.net – which was the mid-1990s version of Shopif... more
Xavier Morera
Xavier Morera
Xavier Morera is driven by one passion: taking on the challenge of understanding complex topics and sharing that knowledge with others. He’s currently focused on the transformative fields of AI, machine learning, generative AI, search, and big data. As an entrepreneur, project manager, technical author, and trainer, he brings a diverse set of skills and deep expertise to every project he takes on. He holds multiple certifications with Cloudera, Microsoft, and the Scrum Alliance and has been rec... more
Gill Cleeren
Gill Cleeren
Gill Cleeren is a Microsoft Regional Director, MVP and Pluralsight author. Gill is the CTO of Xebia Microsoft Services Belgium and focuses on web and mobile architecture. He's also a frequent speaker at many international conferences. Gill also founded Techorama, the biggest IT conference in Belgium and the Netherlands.
Thomas Claudius Huber
Thomas Claudius Huber
Thomas is a Microsoft MVP for Windows Development. He works as a developer, consultant, and trainer in the fields of .NET, C#, TypeScript, XAML, and Azure. Thomas is a well-known speaker and book author. He has written several special interest books in his areas, including an extensive handbook for Windows Presentation Foundation and a handbook on development with TypeScript. Thomas lives in Germany's Black Forest with his wife and their three daughters. In his spare time, he plays football and ... more

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