Class 12 at Alpha Euron
Neural networks from the inside, NumPy and pandas as working tools, and agents that reason, remember and use tools. The output is a capstone a student can show.
By the end of this stage
- Build and train a neural network and explain each layer
- Work fluently in NumPy and pandas on a real dataset
- Ship an agent that uses tools to complete a task end to end
What your child will learn
Published in full before you pay anything.
Neural Networks
1 chapter · 2 topics · 2 labs
Generative AI
3 chapters · 5 topics · 5 labs
Sound and AI
1 chapter · 2 topics · 2 labs
Information and Codes
1 chapter · 3 topics · 3 labs
Working with Data
1 chapter · 2 topics · 2 labs
Emergence and Morphogenesis
1 chapter · 2 topics · 2 labs
Game AI
1 chapter · 2 topics · 2 labs
Applied AI Practice
1 chapter · 3 topics · 3 labs
Logic and Circuits
1 chapter · 3 topics · 3 labs
Classic Machine Learning
1 chapter · 2 topics · 2 labs
The Internet and Search
1 chapter · 2 topics · 2 labs
Physical AI
1 chapter · 2 topics · 2 labs
Python Practice
2 chapters · 9 topics · 9 labs
Society and AI
1 chapter · 2 topics · 2 labs
- subjects
- 14subjects
- chapters
- 17chapters
- interactive labs
- 42interactive labs
- free to try
- 3free to try
Labs a Class 12 student runs
Accuracy and Confusion Counts
Four numbers that say what accuracy hides
Activations & Learning Rate
The dials that make a network learn
AI Agent Lab
Tools, actions and a timeline
A k-Nearest Neighbours Classifier
The whole model is the training data
A Model That Grades a Model
Judging open answers, and testing the judge before you trust it
An Agent Loop with Tools
Think, act, observe, repeat, and know when to stop
Projects they will build
Live programs for this class
What you see as a parent
Real progress
Lessons finished, labs completed, quiz results and learning streaks, per child, always current.
Strengths and gaps
Skill-level mastery tracking shows where your child is strong and what to practise next.
Safe by design
Parent-controlled accounts, no advertising, and we never ask your child to switch on a camera. You approve every external tool.
Alpha Plus · Class 11-12
Class 12, the full roadmap above, every lab and quiz on it, the AI Tutor, projects, certificates and the parent dashboard.
One payment. Nothing renews automatically.
Give Class 12 a proper learning year
Start free, or take one live class with a mentor before you decide anything. Nothing is charged either way.