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LinkedIn Learning

Building Generative AI Skills for Web Developers

via LinkedIn Learning Path

Overview

Explore a variety of new AI tools that web developers can integrate with their projects. This learning path covers how generative AI tools can empower developers to bring the power of AI to web-based applications and frameworks.
  • Integrate industry-leading AI tools with web frameworks.
  • Create code with prompt engineering and AI pair programming.
  • Combine web interfaces with cloud-based AI services.

Syllabus

Courses under this program:
Course 1: What Is Generative AI?
-Learn about the basics of generative AI, including its history, popular models, how it works, ethical implications, and much more.

Course 2: Generative AI vs. Traditional AI
-See the key differences between generative and traditional AI.

Course 3: Prompt Engineering: How to Talk to the AIs
-Develop your AI skills by learning how to design and fine-tune prompts that can interact directly with large language models.

Course 4: Prompting ChatGPT with Multimodal Techniques
-Harness the full potential of ChatGPT by integrating image analysis, coding techniques, DALL-E artwork, and recent web data into your prompts.

Course 5: Building PHP Applications with Generative AI
-Learn how to use generative AI for code writing, validation, and testing.

Course 6: Integrating Generative AI into JavaScript Web Projects
-Get started integrating cutting-edge generative AI technologies into JavaScript web development projects.

Course 7: Build an AI Application with React and AWS SageMaker
-Build machine learning applications using your own data—but let Amazon host the project.

Course 8: Pair Programming with AI
-Learn practical strategies and get hands-on practice on how to leverage AI tools to increase productivity and write better code.

Course 9: AI Programming for JavaScript Developers
-Learn how to harness the power of AI in your JavaScript work and remain on the cutting edge of technologies in your career.

Course 10: Build a JavaScript AI App with React and the OpenAI API
-Learn how to integrate the OpenAI API into a JavaScript-based web app. Topics

Courses

Taught by

Pinar Demirdag, Doug Rose, Xavier (Xavi) Amatriain, Ray Villalobos, Joe Casabona, Sandy Ludosky, Emmanuel H., Morten Rand-Hendriksen and Eve Porcello

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