Ages 13-15

AI Innovators

Master Python, ML & Shape the Future

Teens write real Python code, build neural networks, work with real-world datasets from Kaggle, and explore AI career pathways — from research scientist to robotics engineer.

6 Modules
42+ Activities
Portfolio Ready
AI Innovators — teens ages 13 to 15 mastering Python and ML
Neural Network

What Teens Will Master

AI Innovators module icons
🐍

Python Programming

Write real Python code in Google Colab — variables, loops, functions, and libraries like NumPy and Pandas.

🧠

Neural Networks

Build and train neural networks, understanding layers, weights, activation functions, and backpropagation.

📊

Data Science

Work with real-world datasets from Kaggle — clean, analyze, visualize, and draw insights from data.

👁️

Computer Vision

Build face detection systems, image classifiers, and understand how self-driving cars "see."

🤖

NLP & Chatbots

Create intelligent chatbots and sentiment analyzers using natural language processing techniques.

🎓

AI Careers

Explore career paths in AI — from ML engineer to AI ethicist — through projects and a career quiz.

6 Innovator Modules

Each module includes Python coding labs, real datasets, collaborative projects, and portfolio-ready deliverables.

01

The AI Revolution

History & Impact

Teens explore the history of AI from Turing to GPT, understand current capabilities and limitations, and debate AI's impact on society.

Activities

  • AI History Timeline — from 1950 to today
  • Turing Test experiment with classmates
  • Research project: "AI breakthroughs that changed the world"
  • Debate: "Should AI be regulated?"
  • Write an opinion essay on AI's future

Tools

  • Research worksheet & bibliography template
  • Debate framework cards
  • Essay rubric
  • Presentation template
Module Project

"AI Through the Decades" Documentary — Teams create a short video or presentation tracing AI's evolution.

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02

Python for AI

Programming

A hands-on introduction to Python programming specifically for AI applications. Teens learn variables, loops, functions, and work with libraries like NumPy.

Activities

  • Set up Google Colab & write first Python script
  • Variables, data types & conditional logic
  • Loops & functions with AI-themed challenges
  • Introduction to NumPy & Pandas
  • Build a text-based AI trivia game

Tools

  • Google Colab (web)
  • Python cheat sheet
  • Coding challenges worksheet
  • Debugging guide
Module Project

"AI Quiz Master" — Teens code a Python trivia game that adapts difficulty based on player performance.

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03

Machine Learning in Action

ML Algorithms

Teens implement ML algorithms from scratch — linear regression, decision trees, and k-nearest neighbors — using real datasets.

Activities

  • Supervised vs. unsupervised learning concepts
  • Build a weather predictor (linear regression)
  • Decision tree classifier for movie genres
  • K-NN algorithm for recommendation system
  • Model evaluation: accuracy, precision, recall

Tools

  • Google Colab + scikit-learn
  • Kaggle datasets
  • Algorithm comparison worksheet
  • Model evaluation template
Module Project

"Movie Recommender Engine" — Teens build a recommendation system using collaborative filtering on a real movie dataset.

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04

Neural Networks & Deep Learning

Deep Learning

The core of modern AI. Teens build neural networks, understand how they learn, and train image classifiers using TensorFlow.

Activities

  • How neurons compute: perceptron from scratch
  • Multi-layer networks & activation functions
  • Train a digit classifier (MNIST dataset)
  • Convolutional Neural Networks for images
  • Transfer learning: fine-tune a pre-trained model

Tools

  • Google Colab + TensorFlow/Keras
  • MNIST & CIFAR-10 datasets
  • Neural network visualizer
  • Lab notebook template
Module Project

"Face Detection System" — Teens build a real-time face detection application using OpenCV and a pre-trained model.

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05

AI Ethics & Society

Critical Analysis

A rigorous exploration of AI ethics — algorithmic bias, deepfakes, surveillance, job displacement, and the responsibility of AI creators.

Activities

  • Audit a real AI system for bias
  • Deepfake detection challenge
  • Research: AI surveillance around the world
  • Panel discussion: "AI & the future of work"
  • Write an AI ethics policy for a fictional company

Tools

  • AI bias audit framework
  • Deepfake detection tools
  • Research template
  • Policy writing guide
Module Project

"Responsible AI White Paper" — Teens write and present a policy document on ethical AI deployment.

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06

Build Your AI Portfolio

Capstone

The grand finale. Teens choose a real-world problem, build an end-to-end AI solution, document it professionally, and present at the Innovators Showcase.

Activities

  • Problem identification & project proposal
  • Data collection & preprocessing
  • Model development & training
  • Testing, evaluation & iteration
  • Portfolio documentation & showcase presentation

Tools

  • Google Colab + all libraries
  • Project proposal template
  • Portfolio documentation guide
  • Printable certificate of completion
Capstone Project

Student's Choice AI Project — A complete, portfolio-ready AI project solving a real problem. Past examples: plant disease detector, music genre classifier, sports analytics dashboard.

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AI Innovators capstone project — build a portfolio-ready AI solution

AI Career Pathways

Wizi's curriculum maps to real career paths in AI and technology.

🔬

ML Engineer

Build & deploy machine learning models

📊

Data Scientist

Analyze data to discover insights

🤖

Robotics Engineer

Build intelligent physical machines

⚖️

AI Ethicist

Ensure AI is fair and responsible

🎮

AI Game Designer

Create intelligent game characters

🏥

AI in Healthcare

Use AI to improve medical outcomes

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with AI?

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