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DISCOVERY STUDIO / AI FOUNDATIONS / CLASS 10
AI foundations · EXPERIMENT 04

Data exploration

Inspect data quality, patterns and missing values

Class 10 · Guided experience
VISUAL CONCEPT MAP · DATA

Data exploration

Read the shape of a dataset: compare values, discover patterns and ask better questions.

Input / evidence Processing Output / insight
DISTRIBUTION · PATTERN · TREND

Mission briefing

Explore a small set of plant observations.

Explore the concept, change an input, observe the result and explain what it means.

▥ DATA EXPLORER SYNTHETIC DATASET
A42
B68
C55
D86
E63

✎ Observation log

Record what you observed, what changed and one limitation.

CBSEMOCK AI & ML Virtual Labs · Educational conceptual model. Outputs are illustrative, not evidence of a validated or trained production AI system. Confirm class-wise syllabus alignment before assessment.

Teacher review · Practical rubric

Suggested assessment framework. Teacher may adjust marks to suit the class and task.

Teacher rubric score: 4 / 10

Complete record includes student details, practical notes, experiment title, date and teacher rubric. Existing lab-specific notebook and activities are retained.

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