AI From Beginner to Pro: ChatGPT, LLMs, Agents, Tools & APIs

About this course

Artificial intelligence is changing how we work, learn, build software, analyze information, and interact with technology. But for many people, AI still feels confusing because the terminology is everywhere: ChatGPT, LLMs, prompts, tokens, agents, tools, APIs, MCP, training, inference, and more.

This course is designed to make those ideas simple.

In AI for Beginners, you will learn the core concepts behind modern AI in plain language. We will start with what intelligence and artificial intelligence mean, then move into how AI learns patterns from data, how models are trained, and how inference works when you use AI tools in real life.

You will also learn what large language models are, how prompts work, why tokens matter, and how settings like temperature can change model behavior. From there, we will compare raw LLMs with chat assistants like ChatGPT and explain how context windows, memory, and documents help AI systems provide better answers.

The course also introduces more advanced but important concepts such as AI agents, tools, skills, MCP, and APIs. You will understand how agents go beyond simple chat by using tools and services to take action, and how APIs allow applications to connect with LLM providers.

This course is for beginners, students, IT professionals, business users, and anyone who wants a clear foundation in AI without unnecessary jargon. No programming experience is required.

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