AI Class 10 Split up Syllabus 2022-23

In this article, you will get AI class 10 split up syllabus 2022-23. As you know CBSE has released the skill courses curriculum recently. Here I will talk about the topics to be covered month by month. So here we go!

AI Class 10 Split Up Syllabus 2022-23

Before starting the article AI class 10 Split up syllabus 2022-23, let’s discuss the syllabus topics. Artificial Intelligence Class 10 syllabus is divided into two parts:

UnitMax. Marks
A – Employability Skills
Unit 1 Communication Skills – II*
Unit 2 Self Management Skills – II3
Unit 3 ICT Skills – II3
Unit 4 Entrepreneurial Skills – II4
Unit 5 Green Skills – II*
Total (A)10
B – Subject Specific Skills
Unit 1 Introduction to Artificial Intelligence (AI)10
Unit 2 AI Project Cycle10
Unit 3 Advance Python*
Unit 4 Data Science*
Unit 5 Computer Vision*
Unit 6 Natural Language Processing10
Unit 7 Evaluation10
Total (B)40
Total A + B50

* marked topics assessed only through either internal or practical assessment.

The practical structure of AI class 10 for session 2022-23 is as follows:

Practical Examination
A – Practical work
Unit 3 : Advance Python
Unit 4 : Data Science
Unit 5 : Computer Vision
Total (A)20
B – Written + Viva
Written Examination10
Viva Voce5
Total (B)15
C – Student Record
Project Work/ Field Visit / Practical File10
Viva Voce5
Total (C) 15
Total A + B + C50

So now let’s break the syllabus according to month. I have prepared this break up according to our school’s annual calendar. Here we go!

April 2022

We started our new academic session in April itself. I have planned the following topics to be covered in April 2022.

Part A – Employability Skills

Communication Skills

In the month of May we have summer vacation. So this month has no working days. I have planned the next topic for June 2022.

In the next section of AI Class 10 Split up syllabus 2022-23, I am going to discuss the topics to be covered in june 2022.

June 2022

After summer vacations when school will reopen the following topics should be covered.

Part B – Subject Specific Skills
Unit 1: Introduction to AI

  1. Foundational Concepts of AI
    • What is intelligence?
    • Decision Making
    • What is Artificial Intelligence and what is not?
  2. Basics of AI: Let’s Get started

For the next month July, I have planned these topics. In the next section of AI Class 10 Split up syllabus 2022-23, I am going to discuss the topics that should be covered in July Month.

July 2022

The periodic test 1 is commencing from July. So this month one week is required for the exam. The rest of the days we can utilize to continue the syllabus. So the following topics will be covered in the month of July.

Unit 2 : AI Project Cycle

  1. Introduction
  2. Problem Scoping
  3. Data Acquisition
  4. Data Exploration
  5. Comprehensive notes on AI project Cycle modelling class 9Modelling
    • Introduction to modelling
    • Introduction to Rule Based & Learning Based AI Approaches
    • Introduction to Supervised Unsupervised & Reinforcement Learning Models
  6. Neural Networks
  7. Evaluation
    • Evaluating the idea!

In the next section of AI class 10 Split up syllabus 2022-23, we are going to see the topics covered in the month of August 2022.

August 2022

The month of August is the month of holidays. Our school is also giving 5 to 7 days of holidays for Raksha Bandhan. In spite of these all I have planned the following topics to be covered in the month of August.

Part A – Employability Skills

Unit 2: Self-management Skills

  • Stress Management
  • Self-awareness — Strength and Weakness Analysis
  • Self-motivation
  • Self-regulation — Goal Setting
  • Self-regulation — Time Management

Part B – Subject Specific Skills

Unit 3 – Advance Python (To be assessed through practicals)

Recap

Unit 4 Data Sciences (To be assessed through practicals)

Introduction

Concepts of Data Sciences

  • Python data Sciences
  • Statistics Learning & Data Visualization

K-nearest neighbour model (Optional)

  • Personality Prediction
  • Understanding K-nearest neighbour model

In the next section AI class 10 Split up syllabus we are going to see the topics to be completed in the month of September.

September 2022 – AI Class 10 Split Up Syllabus 2022-23

The September month offers 25 working days so I can utilize this to cover more topics. The topics to be completed in September are as follows:

Part A : Employability Skills

Information and Communication Technology Skills

  • Basic Computer Operations
  • Performing Basic File Operations
  • Computer Care and Maintenance
  • Computer Security and Privacy

Part B – Subject Specific Skills

Unit 5 – Computer Vision (To be assessed in practicals)

 Introduction

  • Introduction to Computer Vision
  • Applications of CV

Concepts of Computer Vision

  • Understanding CV Concepts, Pixels, How do computers see images?
  • Image features

Open CV

  • Introduction to Open CV
  • Image Processing

Convolution Operator (Optional)

  • Understanding Convolution Operator
  • Convolution Operator

Convolution Neural Network

  • Introduction CNN
  • Understanding CNN
  • Kernel of CNN
  • Layers of CNN
  • Testing CNN

The periodic test 2 or midterm or half-yearly exam is commencing in October followed by Diwali Vacations. So month October has very less number of days something only 3 to 5 days. So I have not planned anything this month.

In the next section of AI Class 10 Split up syllabus 2022-23, these topics should be completed.

November 2022

After Diwali vacation school will reopen and we have a few days in November. So I have planned these topics:

Part A – Employability Skills

Entrepreneurial Skills

  • Entrepreneurship and Society
  • Qualities and Functions of an Entrepreneur
  • Myths about Entrepreneurship
  • Entrepreneurship as a Career Option

Part B Subject Specific Skills

Unit 6 Natural Language Processing

Introduction

  • Introduction to Natural Language Processing
  • NLP Applications
  • Revisiting AI project cycle
  • Introduction to Chatbots
  • Human Language VS Computer Language

Concepts of Natural Language Processing

  • Text Processing, Data Processing
  • Bag of Words, TFIDF(Optional), NLTK

I have planned to complete the syllabus by December. So the rest of the remaining topics are to be covered in the month of December.

December 2022

In December month I have planned to complete these topics.

Part A : Employability Skills

Unit 5 Green Skills

  • Sustainable Development
  • Our Role in Sustainable Development

Part B: Subject Specific Skills

Unit 7 Evaluation

  • Introduction to model evaluation
  • Confusion Matrix
  • Understanding Accuracy, Precision, Recall & F1 Score
  • Practice Evaluation

Download PDF

Download AI Class 10 Split up Syllabus 2022-23

So I hope this article AI class 10 Split up syllabus 2022-23 definitely helps you with lesson planning. Feel free to share your views/feedback for this article AI Class 10 split up syllabus 2022-23.

If you have doubts or queries about this article AI class 10 Split up syllabus 2022-23.

Thank you very much for visiting my blog.

Leave a Reply

Your email address will not be published. Required fields are marked *