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What is generative Al?

Welcome!

What Generative AI Means

Welcome: What is Generative AI, in simple words

How generative Al works

How training teaches models from lots of examples

Tuning: guiding a model to be more helpful and safe

From prompt to output: generate, check, and improve

Generative Al model architectures and how they have evolved

Meet the big model families: VAEs, GANs, Diffusion, and Transformers

What generative Al can create

From words to pictures: popular creations with generative AI

Benefits of generative Al

Why people use generative AI: speed, ideas, and support

Challenges, limitations and risks

Be smart and safe: limits, bias, and mistakes to watch for

Well Known GenAl Tools

Try it out: use a beginner-friendly generative tool

Check your learning

Quick Check 1: What is generative AI?

Quick Check 2: How training and tuning work

Quick Check 3: Model families and what they do

Quick Check 4: What generative AI can create

Quick Check 5: Benefits and risks

Sources

Generative AI Fundamentals and Hands-On Beginner Tools is a friendly, practical introduction to the world of AI that creates text, images, audio, and more. In plain language, you’ll learn what generative AI is, how it works under the hood, and why it’s transforming how people write, design, brainstorm, and build products. Step by step, you’ll explore the training and tuning processes that shape modern AI models, see how prompts turn into outputs, and practice simple techniques to improve results safely and responsibly. You’ll also meet the major model families—VAEs, GANs, Diffusion models, and Transformers—and understand what each does best. Along the way, you’ll try beginner-friendly tools to generate content, evaluate quality, and avoid common pitfalls like bias, hallucinations, and misuse. Designed for absolute beginners and curious professionals, this course blends clear explanations, bite-sized lessons, and quick checks to reinforce learning. By the end, you’ll know where generative AI shines, where it struggles, and how to use it confidently for faster ideas, better drafts, and smarter workflows.

Generative AI Fundamentals + Hands-On Beginner Tools

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            <p>Generative AI is a type of technology that can create new things—like text, images, music, and even code—by learning patterns from lots of examples. This beginner-friendly course will help you understand what generative AI is in simple words, why it’s exciting, and how you can start using it right away. You’ll learn how models are trained on large amounts of data, how they are tuned to be more helpful and safe, and how a prompt becomes an output that you can evaluate and improve. Along the way, you’ll explore what these systems can make, where they’re most useful, and where they have limits.</p>

<p>As you move through the course, you’ll meet the main model families—VAEs, GANs, Diffusion models, and Transformers—and see how they’ve evolved to power today’s tools. You’ll also get hands-on time with beginner-friendly AI tools to try your own prompts and creations. We’ll talk honestly about benefits like speed and creativity support, and we’ll cover risks such as bias, errors, and misuse so you can use AI responsibly. Short “Quick Check” quizzes will help you confirm what you’ve learned: what generative AI is, how training and tuning work, what different models do, what AI can create, and how to balance benefits with risks. By the end, you’ll have a clear foundation and practical skills to start creating with generative AI.</p>
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