Introduction to Generative AI: AI Tools, LLMs, & Prompts! – CG群

零基础生成式AI实战指南

本课程专为非技术专业人士设计，无需编程或数学背景，通过网页工具带您快速掌握生成式AI、大型语言模型及提示工程，从聊天者蜕变为专业AI协作者。

Introduction to Generative AI: AI Tools, LLMs, & Prompts!

该课程是一套专门面向零基础、非技术专业人士的 《生成式 AI（Generative AI）全面入门与实战指南》。课程核心旨在揭开人工智能的神秘面纱，将复杂的 AI 概念转化为通俗易懂的实用技能，帮助学员从“浅尝辄止的聊天者”转变为“高效、专业的 AI 协作者”。

课程采用原理讲解与动手演示相结合的方式，不涉及任何编程、高等数学或数据科学背景，学习门槛极低，完全通过网页端工具操作。

What you’ll learn
⚡ Understand what Generative AI is, how it has evolved, and why it has quickly become one of the most in-demand skills today.
⚡ Understand what Generative AI is, how it has evolved, and why it has quickly become one of the most in-demand skills today.
⚡ Explore ChatGPT’s core features and capabilities through hands-on demos and real-world examples.
⚡ Understand how Large Language Models (LLMs) actually work, including next-word prediction, embeddings, and fine-tuning.
⚡ Grasp Retrieval Augmented Generation (RAG) and how it makes AI responses more accurate, current, and reliable.
⚡ Differentiate between Generative AI and Agentic AI, and understand where the technology is heading next.
⚡ Identify the right tools for every task — text, image, audio, video, and code generation.
⚡ Master the fundamentals of prompt engineering and learn how to write prompts that get consistently better results.
⚡ Apply 12+ proven prompting techniques, including chain-of-thought, zero/one/few-shot, RGC, perspective, comparative, and reverse prompting.
⚡ Use ready-made prompt starters and patterns to generate ideas, marketing copy, client emails, and content at scale.
⚡ Learn effective prompt revision strategies to refine and sharpen AI output quickly.
⚡ Apply Generative AI to real business use cases across software development, retail, and marketing.
⚡ Follow practical, real-world demos — AI meeting notetakers (Otter), automated email responses, and marketing headline variations.
⚡ Generate and accelerate working code using AI tools like GitHub Copilot.
⚡ Create images and videos using modern generative tools such as Midjourney & Runway ML.
⚡ Understand Responsible AI and why factual accuracy, ethics, and safety matter in real deployments.
⚡ Recognize and manage AI hallucinations, bias, fairness issues, and technical limitations.
⚡ Understand the genuine limitations of LLMs and the practical workarounds to overcome them.
⚡ Discover how Generative AI is disrupting search and reshaping how people find information.
⚡ Explore the path toward Artificial General Intelligence (AGI), plus future job trends, certifications, and career opportunities in Generative AI.

Requirements
❗ No prior experience with AI, machine learning, or Generative AI is required — this course starts from the very basics.
❗ No coding or programming knowledge is needed; all concepts are explained in plain, non-technical language.
❗ No data science, statistics, or mathematics background is required to follow along.
❗ A computer (Windows, Mac, or Linux) or even a tablet with a stable internet connection.
❗ A modern web browser such as Chrome, Edge, Firefox, or Safari.
❗ A free ChatGPT account (OpenAI) to follow the hands-on demos and practice.
❗ Willingness to create free accounts on a few AI tools used in demonstrations (most have free tiers).
❗ Basic computer skills — using a browser, typing, and navigating websites.
❗ Comfort reading and writing in English, since most AI tools and prompts are demonstrated in English.
❗ No paid subscriptions are mandatory — free versions of the tools are enough to complete the course.
❗ No prior knowledge of prompt engineering is expected; you’ll learn it step by step from scratch.
❗ An open, curious mindset and a willingness to experiment with new tools.
❗ Suitable for complete beginners, students, and non-technical professionals alike.
❗ Helpful (but not required): basic familiarity with common office tools like email, documents, or spreadsheets.
❗ Optional but useful: a GitHub account to follow the code-generation demo with GitHub Copilot.
❗ No specialised software needs to be installed — the tools used are web-based.
❗ A note-taking method (digital or paper) to capture prompts, techniques, and ideas as you learn.
❗ Readiness to set aside regular practice time, as Generative AI is best learned by doing.
❗ No specific industry or job-role background is needed — the skills apply across all fields.
❗ Just bring enthusiasm to learn how to use AI tools effectively in your work and daily life.

Description

Generative AI is rewriting how the world works — and the people who learn it now will lead the next decade.
Every industry is being reshaped in real time. Marketers are creating campaigns in minutes. Developers are shipping code faster than ever. Entire teams are automating work that used to take days. And at the center of it all sits one skill that separates those who get left behind from those who get ahead: knowing how to actually use Generative AI.

The problem? Most people are still only scratching the surface. They’ve typed a question into ChatGPT, gotten an average answer, and assumed that’s all there is. But beneath that simple chat box is one of the most powerful technologies ever built — and once you understand how it works and how to direct it, you’ll never work the same way again.

That’s exactly what this course is built to do.

Introduction to Generative AI takes you from complete beginner to confident, capable AI user — no coding, no maths, and no prior experience required. In clear, jargon-free language, you’ll discover what Generative AI really is, how it works under the hood, and how to put it to work in your job, your business, and your everyday life. This isn’t a dry, theoretical lecture series. It’s a practical, demo-driven journey packed with real examples you can follow and copy immediately.

You’ll start with the foundations — what Artificial Intelligence, Machine Learning, and Deep Learning actually mean, and how Generative AI fits into the bigger picture. You’ll explore ChatGPT’s features and capabilities hands-on, understand why this technology has exploded so quickly, and trace its remarkable evolution. From there, you’ll demystify the engine that powers it all: Large Language Models. You’ll see exactly how next-word prediction, embeddings, and fine-tuning work, and you’ll understand game-changing concepts like Retrieval Augmented Generation (RAG) and the rise of Agentic AI — the difference between an assistant that answers and one that acts.

Then comes the real superpower: prompt engineering. This is where most learners go from “AI is interesting” to “AI is indispensable.” You won’t just learn what prompting is — you’ll master more than a dozen proven techniques used by professionals every day, including chain-of-thought prompting, zero/one/few-shot prompting, tabular prompting, perspective prompting, comparative prompting, reverse prompting, the RGC framework, and many more. You’ll get ready-to-use prompt starters, learn how to revise and sharpen your prompts for dramatically better results, and discover how to generate fresh ideas, marketing copy, client emails, and content at scale. By the end, you’ll know how to make AI do precisely what you want — consistently.

You’ll see it all in action. This course is loaded with practical demonstrations across real business scenarios. Watch AI summarise meetings and capture insights with an AI notetaker, draft polished email responses in seconds, and spin up multiple marketing headline variations from a single product image. You’ll explore how Generative AI is transforming software development, retail, and marketing, and you’ll see real tools at work — generating working code with GitHub Copilot and creating images and video with cutting-edge tools like Amazon Nova. These aren’t hypotheticals. They’re workflows you can start using the moment you finish the lesson.

But great power demands responsibility — and this course doesn’t skip the hard parts. You’ll dive into Responsible AI and learn how to spot and manage hallucinations, factual inaccuracies, bias, and fairness issues. You’ll understand the genuine technical limitations of today’s models and the practical workarounds that experienced users rely on. Through real examples — including safety refusals and bias-correction rewrites — you’ll learn to use these tools wisely, ethically, and with confidence, the way professionals and organisations are expected to.

And you’ll finish looking forward, not just at today. You’ll discover how Generative AI is disrupting search and reshaping the way the world finds information, explore the road toward Artificial General Intelligence (AGI), and get a clear-eyed view of the jobs, certifications, and fast-growing career opportunities this field is creating. Whether you want to future-proof your career, boost your productivity, or build something new, you’ll leave knowing exactly where this technology is heading and how to ride the wave.

Why learn from this course? You’ll be joining a community of over 207,000+ students taught across leading platforms, backed by a 4.6 instructor rating and 13,000+ reviews. Every concept is explained simply, every technique is shown in practice, and every lesson is designed to take you one step closer to genuine confidence with AI. No fluff. No overwhelm. Just clear, practical, up-to-date learning that respects your time.

This course is for you if you’re a beginner curious about AI, a professional who wants to work faster and smarter, a marketer, creator, developer, entrepreneur, or simply someone who refuses to be left behind by the biggest technology shift of our generation. If you can use a web browser, you can do this course — and you can start today.

The gap between people whouse AI and people whomaster it is widening every single day. The tools are here. The opportunity is now. The only question is which side of that gap you want to be on.

Enrol today and start your journey from AI curious to AI confident — one practical, powerful lesson at a time.

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