Grade 10 — Build an AI Project 🤖
Students build, evaluate and present a browser-based AI project with data, model evidence and ethics reflection.
1 Week 1
AI 417 Year Goal
Reconnect AI domains to a board-ready project pathway.
▶ Start now
2 Week 2
Responsible AI Refresher
Apply privacy, bias and academic honesty rules to AI work.
▶ Start now
3 Week 3
Functions
Write reusable functions with parameters and return values.
▶ Start now
4 Week 4
Dictionaries
Use key-value data to represent records and labels.
▶ Start now
5 Week 5
Lists of Dictionaries
Process simple tabular data using lists of records.
▶ Start now
6 Week 6
CSV Data in Pyodide
Load and inspect small CSV datasets in the browser.
▶ Start now
7 Week 7
Cleaning Algorithms
Clean text, numbers and categories for reliable analysis.
▶ Start now
8 Week 8
Python Toolkit Review
Combine functions, dictionaries and CSV reading in one task.
▶ Start now
9 Week 9
Question and Dataset Fit
Turn a useful question into columns and evidence needed.
▶ Start now
10 Week 10
Acquiring India Data
Find or create a small ethical dataset for analysis.
▶ Start now
11 Week 11
Cleaning and Validation
Detect duplicates, missing values and impossible entries.
▶ Start now
12 Week 12
Exploratory Visualization
Make charts that reveal patterns and compare groups.
▶ Start now
13 Week 13
Stats for AI Decisions
Use mean, median, spread and probability to support claims.
▶ Start now
14 Week 14
Correlation and Causation
Avoid false cause-effect claims in data stories.
▶ Start now
15 Week 15
Mini Dashboard
Combine charts and text into a browser-based data dashboard.
▶ Start now
16 Week 16
GenAI for Data Questions
Use a school-provided AI assistant to brainstorm, not fabricate, analysis steps.
▶ Start now
17 Week 17
AI Data Project Communication
Apply communication, self-management, ICT, entrepreneurship and green skills to an AI data project.
▶ Start now
18 Week 18
Pixels, Labels and Features
Explain how images become data for classifiers.
▶ Start now
19 Week 19
Collecting Image Data
Create balanced image classes with consent and good lighting.
▶ Start now
20 Week 20
Train an Image Classifier
Train a no-code classifier and observe confidence scores.
▶ Start now
21 Week 21
Testing and Bias in CV
Test model behavior across backgrounds, angles and users.
▶ Start now
22 Week 22
Browser CV Demo
Use a trained classifier in a browser demo or export flow.
▶ Start now
23 Week 23
Text Preprocessing
Tokenize, lowercase and remove noise from short text.
▶ Start now
24 Week 24
Bag-of-Words Intuition
Represent text as word counts for intent detection.
▶ Start now
25 Week 25
Rule-Based Chatbot
Create a safe chatbot baseline using intents and rules.
▶ Start now
26 Week 26
ML-Style Chatbot
Compare rules with a simple trained or scored intent model.
▶ Start now
27 Week 27
Train/Test and Accuracy
Explain why models need unseen test data and accuracy metrics.
▶ Start now
28 Week 28
Confusion Matrix Intuition
Read true/false positives and negatives for real decisions.
▶ Start now
29 Week 29
Model Cards and Risk
Document intended use, limits, bias and privacy safeguards.
▶ Start now
30 Week 30
Capstone Planning
Select a feasible AI 417 capstone with data, model and ethics plan.
▶ Start now
31 Week 31
Build Sprint 1: Data and Model
Prepare data and build the first working model or logic.
▶ Start now
32 Week 32
Build Sprint 2: Interface and GenAI
Create a browser demo and use a school-provided AI assistant with attribution.
▶ Start now
33 Week 33
Testing, Evaluation and Viva Prep
Evaluate performance, fix issues and prepare clear explanations.
▶ Start now
34 Week 34
Public Portfolio Showcase
Present a board-ready AI project with evidence and reflection.
▶ Start now
CodeShaala · TechWave Academy Labs — real coding for every Indian school.