APEX Educational Institute

AI Application Development Course Online

For developers who want to become AI Application Developers. Combine your programming foundation (Java, Node.js, C# or Python) with LLM APIs, embeddings, vector databases, RAG, tool calling, AI agents, agentic workflows and MCP, and ship a complete AI product.

12 weeks IntermediateOnline LiveRecorded Course
Connect with us to enroll

What You Will Learn

  1. Module 1

    Foundation Review

    • APIs
    • Databases
    • Git
    • Cloud basics
    • AI coding assistants

  2. Module 2

    LLM Integration

    • LLM APIs
    • Structured outputs
    • Streaming
    • Function / tool calling

  3. Module 3

    Knowledge Layer

    • Embeddings
    • Vector search
    • RAG pipelines

  4. Module 4

    Agents & MCP

    • AI agents
    • Agentic workflows
    • MCP integration

  5. Module 5

    Ship It

    • Security
    • Evaluation
    • Deployment
    • Capstone AI product

What You Practice

  • Weekly hands-on labs with real LLM APIs
  • Build a RAG or agent mini project every module
  • Capstone AI application with demo video
  • Mock interviews and portfolio review

How You Are Graded

  • Assignments: 30%
  • Mini projects: 30%
  • Capstone project: 30%
  • Attendance & participation: 10%
  • Grades: A+ (90+), A (75+), B (60+), C (50+)

Track marks, rank and feedback live in your student portal.

Outcomes

  • Ship a production AI application
  • Add AI features to any existing app
  • Portfolio project for AI developer roles

Free Tutorials to Get Started

FAQs

Which programming language is used?

You can build in Python, Node.js, Java or C#. Trainers support all four stacks.

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