28
Lessons written
4
Levels
164
Lessons planned
59
Projects & games
🧩 Challenge🛠️ Project
| Code | Lesson | Type | Milestone |
|---|---|---|---|
| 01 | Welcome to AI — What Makes a Machine "Smart"?Meet AI and the one big idea: machines learn from examples. | ||
| 02 | AI All Around UsSpot the AI hiding in your phone, games and apps. | ||
| 03 | Human Brain vs Computer BrainWhat we do well, what machines do well. | ||
| 04 | What AI Can & Can't Do (Myths vs Reality)Bust the movie myths; see the real limits. | ||
| 05 | How Computers See, Hear & ReadImages, sound and words as data a machine can use. | ||
| 06 | Data Is the Food of AIWhy every AI needs lots of good examples. | ||
| 07 | Patterns EverywhereHow machines find patterns we never typed as rules. | ||
| 08 | Challenge: AI Detective HuntSpot and sort AI vs not-AI around you. | 🧩 Challenge | |
| 09 | Teaching by Example — What "Training" MeansHow a machine learns a pattern from labelled examples. | ||
| 10 | Quick, Draw! — Watch a Machine LearnDoodle and watch a real model guess in real time. | ||
| 11 | Labels & CategoriesSorting the world into classes the AI can learn. | ||
| 12 | Good Data, Bad DataWhy messy or unfair examples make a worse model. | ||
| 13 | The Three Ways Machines LearnSupervised, unsupervised and reinforcement, kid-style. | ||
| 14 | Rewards & Practice — How Game AIs ImproveHow an AI gets better by trying and being rewarded. | ||
| 15 | Guessing with Confidence — PredictionsWhat a confidence score really means. | ||
| 16 | Challenge: Train-the-Teacher (Unplugged)Be the model — learn a rule from examples, no screen. | 🧩 Challenge | |
| 17 | Meet Generative AIMachines that create words, pictures and sound. | ||
| 18 | How Chatbots Talk — Next-Word PredictionThe simple trick behind a chatbot's replies. | ||
| 19 | Your First Chat with an AI AssistantSay hello safely and learn the class rules. | ||
| 20 | What Is a Prompt? Talking to AI ClearlyClear, specific instructions get far better answers. | ||
| 21 | The Recipe for a Good PromptRole + task + details — the prompting formula. | ||
| 22 | Vague vs Clear PromptsSee how specificity changes the answer. | ||
| 23 | Show, Don't Just Tell (Examples)Give the AI an example of what you want. | ||
| 24 | Setting Style & ToneAsk for funny, formal, short or simple. | ||
| 25 | Step-by-Step PromptsAsk the AI to plan or work things out in steps. | ||
| 26 | Fixing Weak PromptsTurn a poor prompt into a strong one. | ||
| 27 | Project: AI Study BuddyBuild a set of prompts that help you learn. | 🛠️ Project | |
| 28 | Challenge: Prompt BattleWhose prompt gets the best answer? | 🧩 Challenge | |
| 29 | AI That DrawsHow image generators turn words into pictures. | ⏳ Planned | |
| 30 | Describing Pictures with WordsWrite image prompts that get what you imagined. | ⏳ Planned | |
| 31 | AI That Writes Stories & PoemsCo-write with AI and stay the author. | ⏳ Planned | |
| 32 | AI That Makes Music & SoundHow machines compose, and using it responsibly. | ⏳ Planned | |
| 33 | AI Voices — Text-to-SpeechHow AI reads text aloud, and where it helps. | ⏳ Planned | |
| 34 | When AI Gets It Wrong — HallucinationsWhy AI sounds sure even when it's wrong. | ⏳ Planned | |
| 35 | Project: My AI Comic StripCombine story and image prompts into a comic. | ⏳ Planned | 🛠️ Project |
| 36 | Project: AI Newsletter for My ClassPlan, write and fact-check a class newsletter. | ⏳ Planned | 🛠️ Project |
| 37 | Fact-Checking AIDon't believe everything — how to verify answers. | ⏳ Planned | |
| 38 | Challenge: Creative AI ShowcaseMake and present your best AI creation. | ⏳ Planned | 🧩 Challenge |
| 39 | Is AI Fair? Bias in Everyday ExamplesHow AI can be unfair, and why it matters. | ⏳ Planned | |
| 40 | AI & PrivacyYour data is precious — keep it safe. | ⏳ Planned | |
| 41 | Deepfakes & FakesSpot AI-made images, voices and videos. | ⏳ Planned | |
| 42 | Who's Responsible When AI Errs?People, not machines, are accountable. | ⏳ Planned | |
| 43 | AI & Jobs — Helper, Not ReplacerHow AI changes work, and the human edge. | ⏳ Planned | |
| 44 | Using AI Honestly at SchoolAI as a coach, not a cheat — integrity rules. | ⏳ Planned | |
| 45 | The Golden Rules of Safe AI UseYour class charter for using AI well. | ⏳ Planned | |
| 46 | Project: My Responsible-AI PledgeMake a poster and pledge for safe AI use. | ⏳ Planned | 🛠️ Project |
| 47 | Capstone Part 1 — Plan My AI HelperPick a real task and plan an everyday AI helper. | ⏳ Planned | 🛠️ Project |
| 48 | Capstone: My Everyday AI Helper + Level 1 ReviewBuild and present your helper; review the level. | ⏳ Planned | 🛠️ Project |
| Code | Lesson | Type | Milestone |
|---|---|---|---|
| 01 | You're Becoming an AI TrainerRecap Level 1 and step up from user to trainer. | ⏳ Planned | |
| 02 | Inside a Model — Inputs, Outputs, ConfidenceWhat goes in, what comes out, and how sure it is. | ⏳ Planned | |
| 03 | Datasets 101 — Collecting Good ExamplesWhat makes a dataset useful and fair. | ⏳ Planned | |
| 04 | Classes & Labels — Designing CategoriesChoose the categories your model will learn. | ⏳ Planned | |
| 05 | Train, Test, Improve — The ML LoopThe cycle every machine-learning project follows. | ⏳ Planned | |
| 06 | Challenge: Design a Dataset on PaperPlan classes and examples for a model — unplugged. | ⏳ Planned | 🧩 Challenge |
| 07 | Meet Teachable MachineYour first trained model, with no code. | ⏳ Planned | |
| 08 | Train an Image ClassifierTeach the camera to tell objects apart. | ⏳ Planned | |
| 09 | Testing Your Model — Accuracy & MistakesFind where your model gets it wrong. | ⏳ Planned | |
| 10 | More Data, Better ModelAdd examples and watch accuracy improve. | ⏳ Planned | |
| 11 | Confusing the Model — Edge Cases & BiasFind inputs that fool your classifier. | ⏳ Planned | |
| 12 | Exporting & Sharing Your ModelSave your model and share it safely. | ⏳ Planned | |
| 13 | Project: Recycling SorterSort waste by camera with a trained model. | ⏳ Planned | 🛠️ Project |
| 14 | Project: Hand-Sign TranslatorRecognise hand signs and show the meaning. | ⏳ Planned | 🛠️ Project |
| 15 | Connecting Teachable Machine to ScratchUse your model to control a Scratch project. | ⏳ Planned | |
| 16 | Challenge: Build-a-Classifier JamTrain the best classifier you can in one session. | ⏳ Planned | 🧩 Challenge |
| 17 | Sound Classification — Teaching a Machine to ListenTrain a model to recognise sounds. | ⏳ Planned | |
| 18 | Project: Voice-Command ControllerControl a project with spoken commands. | ⏳ Planned | 🛠️ Project |
| 19 | Pose Detection — Teaching a Machine to See MovementRecognise body poses with the camera. | ⏳ Planned | |
| 20 | Project: Dance-Move / Fitness CoachDetect moves and give live feedback. | ⏳ Planned | 🛠️ Project |
| 21 | Combining Models — Multi-Input ProjectsMix image, sound and pose in one project. | ⏳ Planned | |
| 22 | Real-Time AI — Live Camera & MicBuild projects that respond as things happen. | ⏳ Planned | |
| 23 | Project: Smart Pet-Cam AlertSpot your pet on camera and send an alert. | ⏳ Planned | 🛠️ Project |
| 24 | Challenge: AI Gadget InventionInvent a useful gadget powered by your models. | ⏳ Planned | 🧩 Challenge |
| 25 | Meet Machine Learning for KidsA friendly tool to train text and number models. | ⏳ Planned | |
| 26 | Text Classification — Teaching AI to Read FeelingsTrain a model to tell positive from negative. | ⏳ Planned | |
| 27 | Project: Kindness DetectorFlag unkind messages and suggest kinder ones. | ⏳ Planned | 🛠️ Project |
| 28 | Project: Chatbot in Scratch (Intents)Build a chatbot that understands what you mean. | ⏳ Planned | 🛠️ Project |
| 29 | Training a Shape/Number RecogniserTeach a model to read shapes or digits. | ⏳ Planned | |
| 30 | Project: AI Rock-Paper-ScissorsPlay against an AI that watches your hand. | ⏳ Planned | 🛠️ Project |
| 31 | Project: Smart Quiz GameA quiz that understands typed answers. | ⏳ Planned | 🛠️ Project |
| 32 | Reinforcement Learning PlaygroundWatch a game AI get better by practising. | ⏳ Planned | |
| 33 | Project: Teach an AI to Play a GameReward an AI until it learns to win. | ⏳ Planned | 🛠️ Project |
| 34 | Challenge: AI Game StudioDesign and build an AI-powered game. | ⏳ Planned | 🧩 Challenge |
| 35 | Anatomy of a Great PromptRecap and level up your prompting toolkit. | ⏳ Planned | |
| 36 | Role PromptingGive the AI a job to get better answers. | ⏳ Planned | |
| 37 | Few-Shot PromptingShow examples so the AI copies the pattern. | ⏳ Planned | |
| 38 | Step-by-Step ThinkingAsk the AI to reason through a problem. | ⏳ Planned | |
| 39 | Formatting Outputs — Tables & ListsGet answers as neat tables and lists. | ⏳ Planned | |
| 40 | Prompt ChainingUse one answer as input to the next. | ⏳ Planned | |
| 41 | Guardrails — Keeping AI On-TaskSet rules so the AI stays helpful and safe. | ⏳ Planned | |
| 42 | Project: Build an AI "Expert" PersonaDesign an AI helper with a clear personality. | ⏳ Planned | 🛠️ Project |
| 43 | Project: AI Homework Coach (With Rules)A coach that guides without giving answers. | ⏳ Planned | 🛠️ Project |
| 44 | Challenge: Prompt Engineering OlympicsTimed prompt challenges with reveals. | ⏳ Planned | 🧩 Challenge |
| 45 | Bias in Your Own Models — Test & FixFind and reduce bias in a model you trained. | ⏳ Planned | |
| 46 | Data Privacy When Collecting ExamplesCollect data fairly and with consent. | ⏳ Planned | |
| 47 | Capstone Part 1 — Plan & Train Your ModelPick a problem and train a model to solve it. | ⏳ Planned | 🛠️ Project |
| 48 | Capstone: "Smart Helper" ML Project + Level 2 ReviewFinish, demo and review your ML project. | ⏳ Planned | 🛠️ Project |
| Code | Lesson | Type | Milestone |
|---|---|---|---|
| 01 | Why Code? From Buttons to InstructionsWhy writing code unlocks more powerful AI. | ⏳ Planned | |
| 02 | Meet Google ColabRun Python in your browser — no install. | ⏳ Planned | |
| 03 | Your First Python — print & variablesFrom Scratch blocks to Python lines. | ⏳ Planned | |
| 04 | Numbers & Text in PythonWork with numbers and words in code. | ⏳ Planned | |
| 05 | Lists — Holding Lots of DataStore many values in one place. | ⏳ Planned | |
| 06 | Loops — Doing Things Many TimesRepeat work without copy-paste. | ⏳ Planned | |
| 07 | Decisions — if/else for AI RulesMake your code choose what to do. | ⏳ Planned | |
| 08 | Functions — Reusable AI ToolsWrap useful steps into named tools. | ⏳ Planned | |
| 09 | Using Libraries — import & Magic ToolsBorrow powerful ready-made code. | ⏳ Planned | |
| 10 | Challenge: Python Warm-Up LabShort coding puzzles to build confidence. | ⏳ Planned | 🧩 Challenge |
| 11 | What Is Data Science?Asking and answering questions with data. | ⏳ Planned | |
| 12 | Loading a Dataset (CSV) in ColabOpen a real dataset in your notebook. | ⏳ Planned | |
| 13 | Exploring Data with pandasPeek at rows, columns and shapes. | ⏳ Planned | |
| 14 | Filtering & Sorting DataFind the rows that matter. | ⏳ Planned | |
| 15 | Averages, Counts & SummariesSummarise a dataset in a few lines. | ⏳ Planned | |
| 16 | Your First Chart with matplotlibTurn numbers into a bar or line chart. | ⏳ Planned | |
| 17 | Spotting Patterns & OutliersRead a chart like a data detective. | ⏳ Planned | |
| 18 | Project: Analyse a Real Malaysian DatasetInvestigate local weather, exams or transport. | ⏳ Planned | 🛠️ Project |
| 19 | From Data to Decision — Telling the StoryTurn your findings into a clear message. | ⏳ Planned | |
| 20 | Challenge: Data DetectiveCrack a mystery hidden in a dataset. | ⏳ Planned | 🧩 Challenge |
| 21 | Images Are Numbers — Pixels & ColoursHow a picture is just a grid of numbers. | ⏳ Planned | |
| 22 | RGB & GridsMix red, green and blue to make any colour. | ⏳ Planned | |
| 23 | Reading & Showing Images in PythonLoad and display an image in code. | ⏳ Planned | |
| 24 | Changing Images — Brightness, Grayscale, FiltersEdit pictures by changing their numbers. | ⏳ Planned | |
| 25 | Cropping, Resizing & FlippingReshape images for your projects. | ⏳ Planned | |
| 26 | Project: Photo Filter App (Mini)Build your own set of photo filters. | ⏳ Planned | 🛠️ Project |
| 27 | Finding Edges & ShapesHow computers detect outlines. | ⏳ Planned | |
| 28 | Colours as Clues — Colour DetectionFind objects by their colour. | ⏳ Planned | |
| 29 | Project: Colour Counter / Traffic-LightDetect and count colours from the camera. | ⏳ Planned | 🛠️ Project |
| 30 | Challenge: Pixel LabImage-editing puzzles in code. | ⏳ Planned | 🧩 Challenge |
| 31 | What Is Computer Vision? Real-World UsesWhere machines that see are used today. | ⏳ Planned | |
| 32 | Face Detection — How & WhereHow phones find faces, and the ethics. | ⏳ Planned | |
| 33 | Hand & Pose Tracking with MediaPipeTrack hands and bodies in real time. | ⏳ Planned | |
| 34 | Project: Drawing in the AirPaint on screen by moving your hand. | ⏳ Planned | 🛠️ Project |
| 35 | Using Your Teachable Machine Model in PythonRun a model you trained, now in code. | ⏳ Planned | |
| 36 | Image Classification in CodeClassify images step by step. | ⏳ Planned | |
| 37 | Object Detection — Finding Many ThingsSpot several objects in one image. | ⏳ Planned | |
| 38 | Project: Smart Camera CounterCount people or objects from a camera feed. | ⏳ Planned | 🛠️ Project |
| 39 | Webcam AI — Real-Time VisionBuild a live vision project. | ⏳ Planned | |
| 40 | Challenge: Computer-Vision InventionInvent a vision tool that solves a problem. | ⏳ Planned | 🧩 Challenge |
| 41 | What Is a Neural Network?Brains made of maths, explained simply. | ⏳ Planned | |
| 42 | Neurons, Layers & WeightsThe parts of a network, no heavy maths. | ⏳ Planned | |
| 43 | How a Network Learns — Practice & FeedbackHow a network improves from mistakes. | ⏳ Planned | |
| 44 | See It Learn — TF Playground ExperimentWatch a neural network learn live. | ⏳ Planned | |
| 45 | Why Models Make Mistakes — Accuracy & LimitsConfidence, accuracy and honest limits. | ⏳ Planned | |
| 46 | Computer Vision & Ethics — Consent & BiasSurveillance, consent and fairness in vision. | ⏳ Planned | |
| 47 | Capstone Part 1 — Plan Your Vision/Data ProjectChoose a real problem and design your build. | ⏳ Planned | 🛠️ Project |
| 48 | Capstone: Vision or Data-Science Project + Level 3 ReviewBuild, demo and review your project. | ⏳ Planned | 🛠️ Project |
| Code | Lesson | Type | Milestone |
|---|---|---|---|
| 01 | What Is an LLM? (Deeper)How large language models actually work. | ⏳ Planned | |
| 02 | Tokens & Next-Word Prediction — Hands-OnSee how an LLM breaks up and predicts text. | ⏳ Planned | |
| 03 | Training Data — Why LLMs "Know" ThingsWhere an LLM's knowledge comes from. | ⏳ Planned | |
| 04 | Strengths, Weaknesses & HallucinationsWhat LLMs are great and terrible at. | ⏳ Planned | |
| 05 | Talking to an LLM with Code (First API Call)Send your first prompt from Python. | ⏳ Planned | |
| 06 | System Prompts — Setting the RulesGive your AI a role and ground rules. | ⏳ Planned | |
| 07 | Temperature & CreativityTune how predictable or creative answers are. | ⏳ Planned | |
| 08 | Challenge: LLM Explorer LabExperiment with settings and prompts. | ⏳ Planned | 🧩 Challenge |
| 09 | Prompt Engineering Mastery — Full ToolkitEvery prompting technique in one place. | ⏳ Planned | |
| 10 | Few-Shot & Role Prompts in CodeUse examples and roles from Python. | ⏳ Planned | |
| 11 | Chain-of-Thought ReasoningHelp the AI reason through hard problems. | ⏳ Planned | |
| 12 | Structured Outputs for AppsGet answers as lists or JSON your app can use. | ⏳ Planned | |
| 13 | Build a Chatbot Part 1 — The LoopThe conversation loop that powers a chatbot. | ⏳ Planned | |
| 14 | Build a Chatbot Part 2 — Personality & MemoryGive your bot a character and memory. | ⏳ Planned | |
| 15 | Build a Chatbot Part 3 — Rules & SafetyAdd guardrails so your bot stays safe. | ⏳ Planned | |
| 16 | Giving AI Knowledge — Intro to RAGLet the AI answer from your own notes. | ⏳ Planned | |
| 17 | Project: "Ask My Notes" HelperBuild a helper that answers from your documents. | ⏳ Planned | 🛠️ Project |
| 18 | Project: Malaysian Culture Guide BotA friendly bot about local food and places. | ⏳ Planned | 🛠️ Project |
| 19 | AI Agents — When AI Takes ActionsHow AI can use tools to get things done. | ⏳ Planned | |
| 20 | Challenge: Chatbot StudioDesign and build your own chatbot. | ⏳ Planned | 🧩 Challenge |
| 21 | Mixing Vision + LanguageApps that see an image and describe it. | ⏳ Planned | |
| 22 | Project: AI Photo CaptionerGenerate captions for any photo. | ⏳ Planned | 🛠️ Project |
| 23 | Voice + AI — Speak & ListenTalk to your app and have it talk back. | ⏳ Planned | |
| 24 | Project: Voice AssistantBuild a small voice assistant. | ⏳ Planned | 🛠️ Project |
| 25 | AI + Data — Smart RecommendationsHow apps suggest what you might like. | ⏳ Planned | |
| 26 | Project: Recommend-Me AppBuild a simple recommender. | ⏳ Planned | 🛠️ Project |
| 27 | AI for Good — A Community ProblemFind a real problem AI could help solve. | ⏳ Planned | |
| 28 | Project: Accessibility HelperBuild an AI tool that helps someone. | ⏳ Planned | 🛠️ Project |
| 29 | Generative AI Apps — Story/Art/Game GeneratorsMake apps that create content on demand. | ⏳ Planned | |
| 30 | Challenge: Multimodal Maker JamCombine vision, language and voice. | ⏳ Planned | 🧩 Challenge |
| 31 | Bias, Fairness & Inclusive AIBuild AI that treats everyone fairly. | ⏳ Planned | |
| 32 | Privacy, Consent & Data RightsRespect people's data and choices. | ⏳ Planned | |
| 33 | Misinformation & Deepfake DetectionSpot and fight AI-made fakes. | ⏳ Planned | |
| 34 | AI Safety — Why Limits MatterWhy AI needs rules and limits. | ⏳ Planned | |
| 35 | Explainability — Can We Trust the Answer?Asking AI to show its reasoning. | ⏳ Planned | |
| 36 | AI & the EnvironmentThe energy cost of AI, and using it wisely. | ⏳ Planned | |
| 37 | AI Careers & Future SuperpowersWhere AI skills can take you. | ⏳ Planned | |
| 38 | The Future of AI — AGI, Robots & Big QuestionsBig ideas about where AI is heading. | ⏳ Planned | |
| 39 | Project: AI Ethics Debate & Policy PitchArgue and pitch a responsible-AI rule. | ⏳ Planned | 🛠️ Project |
| 40 | Challenge: Responsible-AI Design ReviewReview a project for fairness and safety. | ⏳ Planned | 🧩 Challenge |
| 41 | Capstone Kickoff — Find a Real ProblemChoose a problem worth solving with AI. | ⏳ Planned | 🛠️ Project |
| 42 | Capstone — Design Your AI SolutionPlan how your AI solution will work. | ⏳ Planned | 🛠️ Project |
| 43 | Capstone — Build the CoreBuild the heart of your AI project. | ⏳ Planned | 🛠️ Project |
| 44 | Capstone — Add IntelligenceCombine your skills into one smart app. | ⏳ Planned | 🛠️ Project |
| 45 | Capstone — Test, Fix & Reduce BiasMake your project reliable and fair. | ⏳ Planned | 🛠️ Project |
| 46 | Capstone — Polish & Prepare Your DemoMake it shine and ready to show. | ⏳ Planned | 🛠️ Project |
| 47 | Capstone — Pitch Practice & PortfolioPractise your pitch and build a portfolio. | ⏳ Planned | 🛠️ Project |
| 48 | Capstone Showcase + AI Innovator Final ReviewPresent your project and graduate as an Innovator. | ⏳ Planned | 🛠️ Project |
No lessons match your search.