Class 10 Artificial Intelligence Code 417 Study Material – Notes, MCQ’s, Que Ans, Video & Worksheet

By Anjeev Kr Singh – Computer Science Educator
Published on : December 2, 2025 | Updated on : December 2, 2025

Unit -1-Revisiting AI Project Cycle & Ethical Frameworks for AI

Topics	Video	Notes	Worksheet/Q&A	Ans(Worksheet/QnA)
1.1 AI Project Cycle	Watch	Notes	Worksheet 1	QnA
1.2 Introduction to AI Domains	Watch	Notes	MCQ’s	QnA
1.3 Ethical Frameworks of AI	Watch	Notes	MCQ’s	QnA
NCERT/CBSE Book Exercise – Solution	Watch		Answer Key

Unit 2. Advanced concepts of Modeling in AI

Topics	Video	Notes	MCQ’s	Que – Ans
2.1 Revisiting AI, ML, DL	Video	Notes	MCQ	QnA
2.2 Modeling – Types of AI Models, Machine Learning – Supervise, Unsupervise, & Reinforcement Learning	Video	Notes	MCQ	QnA
2.3 Deep Learning – Artificial Neural Networks (ANN) & Convolution Neural Network (CNN)	Video	Notes	MCQ	QnA
NCERT/CBSE Book Exercise – Solution	Watch		Answer Key	

Unit 3: Evaluating Models

Topics	Video	Notes	MCQ’s	Que – Ans
3.1 Importance of Model Evaluation and Splitting the Training Set Data for Evaluation (Train-test split)	Watch	Notes	MCQ	QnA
3.2 Accuracy and Error	Watch	Notes	MCQ	QnA
3.3 Evaluation metrics for classification (Accuracy, Precision, Recall, F1 Score) and Ethical concerns around model evaluation	Watch	Notes	MCQ	QnA
NCERT/CBSE Book Exercise – Solution	Watch		Answer Key	

Unit 4: Statistical Data

(To be assessed through Practicals)

Topics	Video	Notes	MCQ’s	Que – Ans
4.1 Introduction & No-code AI tool	Video	Notes	MCQ	QnA
4.2 Statistical Data: Use Case Walk through	Video	Notes	MCQ	QnA
NCERT/CBSE Book Exercise – Solution	Video		Answer Key	

Unit 5: Computer Vision – PART A

(To be assessed through Theory)

Topics	Video	Notes	MCQ’s	Que – Ans
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Unit 5: Computer Vision – PART B

(To be assessed through Practicals)

Topics	Video	Notes	MCQ’s	Que – Ans
		Notes		
		Notes		
		Notes		
				

Unit-6 Natural Language Processing – PART A

(To be assessed through Theory)

Topics	Video	Notes	MCQ’s	Que – Ans
				
				
				
				

Unit-6 Natural Language Processing – PART B

(To be assessed through Practicals)

Topics	Video	Notes	MCQ’s	Que – Ans
				
				
				
				

Unit-7 Advanced Python

(To be assessed through Practicals)

Topics	Video	Notes	MCQ’s	Que – Ans
				
				
				
				

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