🌿 Level 2

AI Sprouts

Build Your AI Foundations

Ready to grow? Dive into the building blocks of AI — data, algorithms, and neural networks. Hands-on exercises help you build intuition before writing code.

Lessons

~1h

Duration

2/5

Level

🎯 What You'll Learn

✓Understand how data drives AI decisions
✓Explain what algorithms and neural networks do
✓Use AI tools and APIs for simple tasks
✓Recognise bias and ethical concerns in AI

Prerequisites: AI Seeds (Level 1) or basic understanding of what AI is

📚 Lessons

📊

Datasets and Data — The Fuel of AI

Discover what data really is, how AI uses it to learn, why data quality matters, and explore real-world datasets that power today's smartest models.

⏱️ 25m→

🧮

Algorithms Explained — The Recipes of AI

Learn what algorithms are through everyday analogies, then explore decision trees, K-nearest neighbors, and linear regression — the building blocks of machine learning.

⏱️ 30m→

🧠

Introduction to Neural Networks — How AI Thinks in Layers

Explore how artificial neural networks work — from biological neurons to layers, activation functions, forward propagation, and backpropagation — all without heavy maths.

⏱️ 35m→

Start First Lesson →

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