The Complete System of Prompt Engineering

Access all the materials and templates that support your learning journey.

We’ll explain the difference between narrow AI (task-specific), general AI (human-level), and superintelligence — and where today’s models fit on that scale

You’ll learn how models actually “think” — not with logic or visuals, but through tokens, probabilities, and associations — and how that affects their responses

We’ll break down parameters like temperature, max tokens, and top-p — and how they impact the model’s tone, style, and predictability

This lesson shows how to set roles, formats, constraints, and styles — even if you don’t write code. It’s about “programming with words”

We’ll introduce PromptOps as a systematic approach to working with prompts — treating them as a repeatable process rather than random one-off requests

You’ll learn that not all prompts are equal — some are disposable, some reusable, some dynamic with variables, and some become the core "brain" of an AI agent

Understand how memory works in large language models — what information they retain, how they use context, and where their limits are.

Explore how modern AI systems now include built-in memory to personalize and adapt to your needs. You’ll see how this memory functions in tools like ChatGPT, how to use it safely, and how it changes the way AI learns from your workflow.

This lesson will show you how to work with AI as your personal companion. You’ll learn how to set up tools so they assist you at every step — from idea generation and image creation to preparing ready-to-use materials for publishing or clients.

This lesson explains the basics of prompting — how a model thinks, why the precision of your request determines the quality of the response, and how to build a systematic workflow instead of random interactions.

This lesson shows how the model reacts when you give it a task with no examples or instructions — a pure test that reveals its true level of understanding.

This lesson teaches how to guide a model using examples: you show it a few samples of what you want, and it learns to imitate the structure, tone, and logic to generate consistent results.

This lesson demonstrates how to make the model “think out loud” — explaining its reasoning step by step before giving a final answer, improving accuracy and transparency.

This lesson reveals a method where the model generates several reasoning paths and selects the most consistent one — a kind of “collective intelligence” inside the model.

This lesson shows how a model can generate intermediate knowledge on its own when context is missing — and then use that knowledge to produce a more accurate answer.

This lesson teaches how to break down a complex task into a sequence of smaller prompts that build upon each other, forming a logical workflow.

This lesson introduces a reasoning approach where the model explores multiple thought paths in parallel, pruning weaker ideas and keeping the strongest solutions.

This lesson explains how to combine generation with retrieval — the model doesn’t invent data but searches for factual information in external sources and integrates it into its response.

This lesson shows how a model can create or optimize prompts by itself, testing multiple variations and selecting the most effective one.

This lesson introduces a dynamic prompting technique where prompts evolve during the conversation based on intermediate results, improving output quality in real time.

This lesson explains how to guide the model’s reasoning direction — through subtle hints that orient it toward a particular type of logic, creativity, or emotional tone.

This lesson demonstrates an approach where the model both reasons and acts — analyzing, verifying, taking actions, and adjusting its behavior like a human problem-solver.

This lesson demonstrates how models can not only generate text but also automatically use tools — calculators, APIs, or databases — as part of their reasoning process.

This lesson explores how language models can combine natural language with code — generating not just explanations, but executable program fragments that solve tasks automatically.

This lesson teaches models to “learn from themselves”: they review their previous answers, evaluate mistakes, and generate improved responses based on reflection.

This lesson shows how the logic of Chain-of-Thought applies not only to text but also to images, audio, and video — creating true multimodal reasoning.

This lesson explores the concept of “prompts that create prompts” — teaching the model to design its own instructions for different tasks, becoming a true co-engineer in your workflow.

This lesson explains how models can think non-linearly, using graph structures of nodes and connections between ideas to represent complex systems of knowledge.

This lesson summarizes the journey from simple queries to complex, multi-level reasoning systems, showing how prompt engineering is evolving toward autonomous agentic AI systems.

In this lesson, we'll talk about creating prompts that give you exactly what you need.

Learn how to craft effective prompts to generate stunning, high-quality AI images.

Discover prompt-writing techniques that bring your ideas to life through AI-generated videos.

Discover key strategies to refine your prompts for accuracy, relevance, and clarity.

Explore advanced methods to structure prompts for more precise and high-quality AI-generated results.

Understand how to assess AI responses using clear evaluation criteria like relevance, accuracy, and usefulness.

Side-by-side demos showing vague vs. well-crafted prompts and how the outputs differ.

In this lesson, we will show how to spot why an AI misunderstood you and how to reframe your request.

Show how prompts can help validate sources and reduce hallucinations.

This lesson teaches how to match the right AI model to your specific goal — whether it’s writing, analysis, design, or coding — so you can use each model’s strengths effectively instead of expecting one tool to do everything.

This lesson introduces the main families of large language models — GPT, Claude, Gemini, Copilot, and DeepSeek — explaining their core differences, unique capabilities, and best use cases in professional work.

This lesson explores OpenAI’s new browser and shows how it combines real-time web access with reasoning capabilities — letting AI read, analyze, and summarize current information directly from the internet.

In this lesson, you will see how ChatGPT Shopping works in real business scenarios.

In this lesson, you will learn what exactly determines whether your product will appear in ChatGPT Shopping results.

This lesson introduces AI agents using OpenClaw as an example of an open-source assistant that can not only respond but also execute tasks through tools and integrations.

This lesson explains how to use ChatGPT group chats as a shared team workspace for brainstorming, content creation, task analysis, and launch planning.

This lesson explains how to transform ChatGPT from a personal assistant into a collaborative team workspace using group chats.

This lesson explains why ads are being tested in ChatGPT and how this may affect users, brands, and marketers.

This lesson covers how ChatGPT Apps work and how they connect external services directly inside ChatGPT. You’ll learn what tasks Apps are best for and how to use them to work with content, data, and files more efficiently.

Practical examples of using Apps in real-world tasks. We explain which tools to choose and how to integrate ChatGPT into your daily work.

This lesson reviews a range of AI tools that help marketers, designers, and entrepreneurs generate creative ideas, write copy, and develop visuals faster — showing how to combine logic and inspiration through prompt design.

In this lesson, we'll look at ten striking examples of AI in art and business. They'll show how artificial intelligence is changing the way we approach creativity, from paintings and design to advertising and new content formats.

A hands-on lesson focused on generating natural-sounding voice-overs with Respeecher, covering the core process from text input to final audio output.

This lesson introduces AI-powered tools that collect, summarize, and interpret data — turning complex information into clear insights for decision-making, marketing analysis, and strategic planning.

This lesson explores how AI assistants and automation tools optimize teamwork — managing tasks, documents, communication, and workflow coordination across departments and time zones.

Learn how to transform a simple prompt into a fully functional app using AI by mastering structured thinking, iterative prompting, and the fundamentals of vibe coding.

In this lesson, we’ll show you how Udemy’s AI Assistant can enhance your learning journey. You’ll learn to use it for revising materials, generating ideas, finding answers, and reinforcing your knowledge more effectively.

Learn how to think like an AI professional before you write a single prompt. This lesson shows how to analyze your goal, define the right structure, and predict how the model will interpret your request. You’ll discover that clear thinking always comes before clear prompting — and that’s what separates beginners from true prompt engineers.

This lesson teaches how to structure analytical thinking inside GPT — turning broad questions into frameworks, comparisons, and data-driven insights, just like a professional analyst would do.

In this lesson, we'll use ChatGPT to Build a Knowledge Base.

This lesson teaches how to structure analytical thinking inside AI — turning broad questions into frameworks, comparisons, and data-driven insights, just like a professional analyst would do.

This lesson shows how to expand short outlines or notes into complete, coherent articles using AI — keeping your voice and logic while adding depth, clarity, and flow.

This lesson demonstrates how to turn messy or unstructured drafts into polished documents — using AI to improve logic, tone, structure, and readability with minimal effort.

In this lesson, we will discover how effectively we can read large texts with ChatGPT.

In this lesson, you will learn how ChatGPT can help with crisis management at your work.

In this lesson, we'll explore how to automate email workflows using ChatGPT. Automation can greatly streamline your work process and save you valuable time.

In this lesson, we will explore how to effectively use ChatGPT to create compelling email content. We'll cover three important aspects: creating catchy subject lines, crafting engaging email bodies, and personalizing the content for your subscribers.

In this lesson you'll discover how to use ChatGPT to find and contact influencers in your niche.

In today's lesson, we will explore how ChatGPT can be used to assist in creating a SWOT analysis. SWOT analysis is a valuable tool for businesses to assess the strengths, weaknesses, opportunities, and threats of a competitor.

In today's lesson, we will focus on creating S.M.A.R.T. goals for your business using ChatGPT. S.M.A.R.T. goals, which are Specific, Measurable, Achievable, Relevant, and Time-bound, help in setting clear objectives and developing a long-term strategy.

This lesson explores how to use AI as an editing partner — rephrasing, simplifying, or elevating text while maintaining meaning, style, and consistency across your writing.

This lesson introduces modern AI tools that turn scripts into professional videos — helping you create explainers, tutorials, or ads from plain text in just a few clicks.

Discover how to generate custom images directly in ChatGPT using detailed text prompts.

Explore how ChatGPT can help you create charts, graphs, and diagrams for data visualization and presentations.

Find out how to upload documents to ChatGPT and extract, summarize, or analyze the content with ease.

See how to convert spoken words into text using ChatGPT's built-in speech recognition feature.

Experience ChatGPT’s voice mode for interactive, real-time conversations using natural speech.

Explore how Study Mode in ChatGPT can help you learn any topic easily.

Learn how to connect ChatGPT with Google tools to boost productivity.

Practice integrating ChatGPT with Google apps through real examples.

In this lesson, we'll work you through ChatGPT's feature "Canvas" and show you how to use it.

This lesson explains how to write, debug, and optimize code using GPT — from simple scripts to full applications, combining logic with natural language clarity.

Learn how to create your personal system for working with AI — a structured library of prompts, use cases, and best practices. By the end of the lesson, you’ll have your own repeatable “AI playbook” that helps you think, create, and automate more efficiently.

Learn how to organize your day efficiently by using ChatGPT as your personal productivity assistant—from scheduling to prioritizing.

Get AI-personalized workout plans tailored to your goals, fitness level, and available equipment—no personal trainer required.

Plan full itineraries, find hidden gems, and optimize your travel logistics using ChatGPT’s smart trip-planning prompts.

Discover how ChatGPT can help you build better sleep habits, create relaxing bedtime routines, and manage stress effectively.

Overcome indecision with structured, logical support from ChatGPT—whether you’re choosing a laptop or changing careers.

Use ChatGPT to build and track habits, set achievable goals, and stay accountable through customized daily reminders.

Create a personal budget, track spending, and plan savings goals with the help of smart financial prompts.

Whether it’s photography or Python, learn how to structure a learning plan with ChatGPT and accelerate your skill development.

Get creative, thoughtful, and personalized gift ideas or event plans in seconds—tailored to any personality or occasion.

Discover the most in-demand ways people are using MyGPTs to solve everyday problems and boost productivity.

Explore real-world examples of how MyGPTs can automate tasks and enhance productivity across different industries.

Dive deeper into more MyGPT applications, demonstrating creative and efficient solutions for complex scenarios.

Learn how to create a MyGPT that assists with meal planning, recipe ideas, and kitchen organization.

Build a MyGPT that transforms whatever ingredients you have into delicious recipe suggestions.

Create a MyGPT that helps users improve their cooking skills through guided techniques and interactive feedback.

Design a MyGPT that crafts personalized travel itineraries based on interests, budgets, and timeframes.

Learn how to build a MyGPT that generates captions, hashtags, and post ideas tailored to different platforms.

Create a MyGPT that recommends movies, shows, books, or podcasts based on mood and preferences.

Design a MyGPT that supports learners with vocabulary building, grammar practice, and conversational exercises.

Build a MyGPT that provides design inspiration, layout tips, and feedback for non-designers.

Learn how to create a MyGPT that suggests editable templates for presentations, posters, and social media graphics.

Create a MyGPT that helps users craft detailed prompts for AI image generation tools like DALL·E or Midjourney.

Design a MyGPT that assists users in writing better, more effective prompts for various AI tasks and tools.

Design a MyGPT to store and retrieve essential company information, enabling quick answers and streamlined internal communication.

Create a MyGPT focused on enhancing writing, offering suggestions for grammar, style, tone, and overall clarity to improve content quality.

Build a MyGPT that provides guidance and support for using Excel formulas, helping users apply them to their data seamlessly.

Design a MyGPT to automatically generate video scripts based on input, allowing users to create compelling content with minimal effort.

Develop a MyGPT to analyze and optimize marketing strategies, offering SEO tips and actionable insights for boosting online presence.

Create a MyGPT that guides users in crafting targeted marketing strategies, offering recommendations based on their business goals and target audience.

Build a MyGPT designed to inspire and guide creative writers, providing feedback and prompts to spark imagination and improve writing skills.

Design a MyGPT that helps users create custom designs in Canva, offering layout suggestions, color schemes, and design tips.

Develop a MyGPT that generates interactive stories or text-based games, with dynamic paths and outcomes based on user choices.

Create a MyGPT to assist users in transforming data into visually appealing charts, graphs, and dashboards for clearer insights.

Design a MyGPT to coach users through negotiation scenarios, providing strategies and role-play exercises to improve sales tactics.

Build a MyGPT that explains math concepts and guides users step-by-step through solving problems across various topics.

Design a MyGPT to teach Python programming, providing structured lessons, coding challenges, and solutions for learners at all levels.

Create a MyGPT focused on SQL, offering tutorials and exercises to help users understand and execute SQL queries effectively.

Develop a MyGPT that teaches web development, covering HTML, CSS, JavaScript, and frameworks, guiding users through hands-on projects.

Design a MyGPT that helps users identify and assess system vulnerabilities, providing guidance on securing applications and networks.

Build a MyGPT that summarizes meeting notes, extracting key points and action items for easy reference and follow-up.

Create a MyGPT to generate clear and structured README documentation, making it easier for developers to communicate project details.

Design a MyGPT to perform SEO audits, identifying optimization opportunities and offering actionable insights to improve web rankings.

Develop a MyGPT that simplifies complex topics by breaking them down into easy-to-understand explanations for anyone, regardless of prior knowledge.

See how prompt-based interactions evolved into dynamic, decision-making agents.

Understand what AI agents are and explore the core elements that enable them to function intelligently and autonomously.

Explore the core traits that give AI agents the ability to act independently and make decisions without constant human input.

Learn why clear, actionable instructions are essential for agents to function effectively, beyond just having access to data.

Discover how agents operate with both fixed and evolving goals—and what that means for their adaptability and performance

Learn how AI agents browse the web and how the OpenAI Operator powers real-time search.

Learn how Agent Mode enables ChatGPT to act autonomously, make decisions, and follow complex tasks.

Hands-on training to set up, test, and optimize ChatGPT in Agent Mode for real-world tasks.

Learn how to build simple yet powerful AI agents using Make

Discover how to design basic AI agents in N8N, an open-source workflow automation tool.

Get introduced to Manus, an AI tool for automating workflows and tasks.

Discover how to use Manus regularly to boost productivity.

Understand what sets Manus apart from traditional AI chatbots and how it can be used to enhance productivity.

Learn how to create your account, navigate the platform, and set up for success.

Discover techniques to write prompts that generate actionable, high-quality marketing outputs.

See how to quickly generate professional presentations using AI automation.

Learn to automate parts of web app creation with Manus, turning ideas into functional demos.

Automate email campaigns and streamline communication with AI-powered workflows.

Use Manus to manage, analyze, and update spreadsheets efficiently.

Learn to generate engaging posts for different platforms quickly and effectively.

Discover how to produce video content using AI tools integrated with Manus.

Create visually compelling graphics for campaigns without design expertise.

Learn to connect Manus programmatically to other systems and automate advanced processes.

Explore how to link external tools for seamless, integrated workflows.

Automate continuous monitoring of trends, competitors, and industry updates.

Create reusable templates and prompts to streamline future projects.

Learn how Manus can produce complete marketing materials efficiently.

Automate the tracking of tenders and procurement opportunities.

Discover how AI can assist in building educational content.

Automate the creation of industry news digests.

Use AI to translate and adapt content for different audiences.

Explore end-to-end video creation with AI assistance.