Transform your Java skills into real AI engineering with Spring AI—build local, cost-free AI apps & intelligent Agents.
Sub Category
- Software Engineering
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Objectives
- Master LLM fundamentals—tokens, prompts, context windows—to build a strong foundation for all Spring AI features.
- Build production-ready AI applications using Spring AI, Java, and modern LLMs across text, image, audio, and multimodal capabilities.
- Integrate multiple AI providers—OpenAI, Mistral, Stability AI, Ollama—without vendor lock-in or complex SDK implementations.
- Run AI models locally with Ollama and Docker for free, offline, secure, and customizable AI development workflows.
- Build real-time streaming chat experiences using Spring WebFlux and locally running LLMs for faster and more interactive responses.
- Create intelligent AI agents with Spring AI Tool Calling to execute business logic, fetch external data, and automate workflows securely.
- Implement complete RAG pipelines using embeddings, semantic search, and cosine similarity to generate accurate, context-rich answers.
- Design scalable knowledge bases with document chunking, metadata enrichment, embedding generation, and PgVector vector storage.
- Develop an end-to-end HR Assistant chatbot with admin APIs, chat memory, tool-calling agents, and a fully integrated React UI.
- Apply enterprise-grade engineering patterns to architect, test, and deploy real AI features inside production Java applications.
Pre Requisites
- Basic Java knowledge (classes, methods, OOP fundamentals).
- Light familiarity with Spring Boot — just enough to understand basic project structure; other things will be taught inside the course.
- No AI/ML background required — all AI concepts are taught from scratch
- No paid APIs needed — we use free options like Ollama and free-tier keys.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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