NextGen AI
Intermediate32% off

Full-Stack AI App Development

Integrate LLMs seamlessly into modern web applications from frontend to backend.

4.6
(4,500)
4,500 studentsEnglish

Created by Yuki Tanaka · Generative Media Artist

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$539$789Save 32%
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This course includes

  • 15 video lessons
  • 4h 38m of content
  • Downloadable resources
  • Full lifetime access
  • Certificate of completion
  • 30-day money-back guarantee

What you'll learn

  • Design frontend components for AI interactions.
  • Build backend APIs to serve LLM functionalities.
  • Integrate LLM APIs (like OpenAI/Claude) into web frameworks.
  • Implement prompt engineering within backend logic.
  • Manage asynchronous AI processing for better UX.
  • Securely handle API keys and sensitive data.
  • Utilize vector databases for RAG and semantic search.
  • Deploy full-stack AI applications to cloud platforms.

About this course

The future of web development is intertwined with Artificial Intelligence. Building full-stack applications that leverage Large Language Models requires understanding how to bridge the gap between user interfaces, backend logic, and powerful AI services. This course guides you through the entire process of creating sophisticated AI-powered web applications. You'll learn to design intuitive frontends that interact with AI features, build robust backends that orchestrate LLM calls, and integrate various AI capabilities like text generation, analysis, and retrieval. We focus on practical, real-world implementation using popular frameworks. We'll explore architectural patterns for AI applications, including how to manage API keys securely, handle asynchronous AI processing, implement prompt engineering within your application logic, and store/retrieve AI-generated content efficiently. You'll gain hands-on experience with tools and libraries that facilitate this integration, making complex AI features accessible to your users. By the end of this intermediate course, you'll be equipped to develop end-to-end AI-driven web applications, confidently integrating LLMs into both the user-facing components and the underlying server infrastructure. Prepare to build the next generation of intelligent web experiences.

Course content

5 modules · 15 lessons · 4h 38m

  • Frontend-Backend-AI Interaction ModelPreview
    14m
  • Choosing Your StackPreview
    16m
  • Secure API Key Management
    18m

Requirements

  • Intermediate proficiency in a web framework (e.g., React/Vue for frontend, Node.js/Python/Django/Flask for backend).
  • Familiarity with making HTTP requests and handling JSON.
  • Basic understanding of databases (SQL or NoSQL).

Your instructor

Y

Yuki Tanaka

Generative Media Artist

Yuki creates award-winning AI art and film, and teaches the craft behind the tools.