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Project Forge

Class 8 · The full AI project lifecycle · 13 chapters

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Directly prepares students for CBSE AI subject code 417 in Class 9. AIKO is an independent platform.

Chapter 1 of 13 12 min

The AI project cycle

Story

Aanya and Vihaan reach a new challenge: "The AI project cycle". Think about crop-health app.

Pixel beeps: "Don't just read about it — let's learn by DOING. Try the demo below! "

The idea

Five stages. Every AI project moves through Problem Scoping → Data Acquisition → Data Exploration → Modelling → Evaluation. This is the exact frame CBSE AI 417 uses, so learning it now gives you a head start.

Why a cycle, not a line. After evaluation you often loop back, fix the data or model, and try again. Good AI is built by repeating, not in one shot.

Indian-life example — Crop-health app

Scope: detect leaf disease. Acquire: collect leaf photos. Explore: check them. Model: train a classifier. Evaluate: test accuracy — then loop back if poor.

Interactive demo — do it yourself
Pixel · Step 1 of 4

Tap an example, then tap the box where it belongs: did the AI LEARN it, or is it a FIXED rule?

AI learned (0)
Fixed rule (0)
Practice — your turn

The first stage of the AI cycle is…

Recap
  • Five stages
  • Why a cycle, not a line
+15 XP on complete

Finish the demo and practice above to continue.