Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Udemy

Mastering Spring AI : Build AI with Java

via Udemy

Overview

Harness the Power of AI to Transform Your Java Applications

What you'll learn:
  • Gain a deep understanding of integrating AI functionalities with Spring Boot applications.
  • Learn how to utilize Spring AI to build intelligent, responsive systems using AI and machine learning.
  • Develop practical skills in implementing and deploying AI models within Spring-based projects.
  • Explore advanced techniques for enhancing application performance and user experience through AI-powered features

Mastering Spring AI

Course Description

Dive into the cutting-edge world of AI integration with Spring Boot in this comprehensive course, “Mastering Spring AI”. Perfect for Java developers looking to enhance their applications with powerful AI capabilities, this course will guide you through the process of seamlessly incorporating artificial intelligence into your Spring projects.

What You’ll Learn:

Spring AI Fundamentals: Understand the core concepts of Spring AI and its integration with Spring Boot.

AI Model Integration: Learn to integrate and work with various AI models, including language models and image generation tools.

Image Processing and Generation: Explore image-related AI tasks within your Spring applications.

Vector Databases: Learn to use vector databases for efficient AI data storage and retrieval.

AI-Powered Search: Implement advanced search functionalities using AI techniques.

Prompt Engineering: Master the art of crafting effective prompts for optimal AI model responses.

Prerequisites:

  • Basic knowledge of Java and Spring Boot

  • Familiarity with RESTful API development

  • Understanding of basic AI concepts (helpful but not required)

Who This Course is For:

  • Java developers looking to integrate AI into their applications

  • Spring Boot enthusiasts interested in expanding their skillset

  • Software engineers aiming to stay current with AI trends in application development

Embark on this exciting journey to master Spring AI and transform your Spring applications with the power of artificial intelligence!

Syllabus

  • Introduction
  • Basic Concept of AI
  • Working with Open AI API
  • Quickstart Examples
  • Understanding ChatResponse, Prompt and PromptTemplate
  • Spring AI - Structured Output
  • Chat Memory
  • Vector databases
  • Metadata Filters
  • Tool Calling in Spring AI
  • Function calling in Spring AI
  • Image generation and audio (text to speech and speech to text)
  • Running LLM locally
  • Other LLM Provider example
  • Observability in Spring AI
  • ETL Pipeline
  • Best practices to store secret or api keys
  • Case Study
  • Agentic AI
  • Model Context Protocol (MCP)
  • Authorization and security in MCP
  • Other MCP Servers
  • Extra setups
  • Thank You

Taught by

Pritesh Mistry

Reviews

4.5 rating at Udemy based on 280 ratings

Start your review of Mastering Spring AI : Build AI with Java

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.