AI fundamentals for Beginners – Learn LLM, Agentic AI, MCP | Udemy


AI fundamentals for Beginners – Learn LLM, Agentic AI, MCP | Udemy [Update 11/2025]
English | Size: 2 GB
Genre: eLearning

From Zero to AI-Ready 2026: Learn from scratch about Generative AI, LLMs, Prompt Engineering, RAG, MCP & AI Agents

What you’ll learn
Fundamentals of Generative AI and how it differs from traditional AI
How Large Language Models (LLMs) work at a high level (without heavy math)
Prompt Engineering techniques to get better, more reliable AI outputs
How AI systems use context, memory, and tools
Building AI agents in AWS Bedrock Agent that can work autonomously
Building own MCP server
Model Context Protocol (MCP) – how models securely connect to tools, data, and services
Using 3rd party MCP servers to connect to external systems
Working with open source model locally on your own machine

Artificial Intelligence is no longer just for researchers and data scientists. Tools powered by Generative AI and Large Language Models (LLMs) are rapidly becoming part of everyday work—from writing and research to automation and intelligent agents.

This course is a beginner-friendly, hands-on introduction to modern AI, designed to help you understand how today’s AI systems work and how to use them effectively—even if you have no prior AI or machine learning background.

You’ll start with the core foundations of Generative AI, learn how LLMs think and respond, master prompt engineering, and then move into practical, real-world concepts like Retrieval-Augmented Generation (RAG)AI agents, and the Model Context Protocol (MCP)—the emerging standard for connecting models with tools and systems.

By the end of the course, you won’t just know about AI—you’ll know how to work with it.

How This Course Will Help You:

After completing this course, you will be able to:

  • Clearly explain how modern AI and LLM-based systems work
  • Write effective prompts and interact confidently with AI tools
  • Understand how AI agents and MCP-powered systems are built
  • Make informed decisions when using or building AI-powered products
  • Build a strong foundation to move into advanced AI, agents, or application development

Whether your goal is learning, building, teaching, or leading AI initiatives, this course gives you the mental model you need.

Who this course is for:

  • Beginners with no prior AI or machine learning experience
  • Students curious about Generative AI and modern AI systems
  • Developers who want to understand LLMs, agents, and MCP concepts clearly
  • Professionals and entrepreneurs looking to upskill in AI
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