In this article, you will get AI class 10 split up syllabus 2023-24. 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!
Topics Covered
AI Class 10 Split Up Syllabus 2023-24
Before starting the article AI class 10 Split up syllabus 2023-24, let’s discuss the syllabus topics. Artificial Intelligence Class 10 syllabus is divided into two parts:
| Unit | Max. Marks |
| A – Employability Skills | |
| Unit 1 Communication Skills – II* | 2 |
| Unit 2 Self Management Skills – II | 2 |
| Unit 3 ICT Skills – II | 2 |
| Unit 4 Entrepreneurial Skills – II | 2 |
| Unit 5 Green Skills – II* | 2 |
| Total (A) | 10 |
| B – Subject-Specific Skills | |
| Unit 1 Introduction to Artificial Intelligence (AI) | 7 |
| Unit 2 AI Project Cycle | 9 |
| Unit 3 Advance Python* | – |
| Unit 4 Data Science* (Introduction, Applications of Data Sciences, Data Science: Getting Started (up to Data Access), the remaining portion is to be assessed in practical | 4 |
| Unit 5 Computer Vision* Applications of Computer Vision, Computer Vision: Getting Started (up to RGB Images), the remaining portion is to be assessed in practical | 4 |
| Unit 6 Natural Language Processing | 8 |
| Unit 7 Evaluation | 8 |
| Total (B) | 40 |
| Total A + B | 50 |
Few topics from * marked topics are assessed only through either internal or practical assessment.
The practical structure of AI class 10 for session 2023-24 is as follows:
| Practical Examination | |
| A – Practical work | |
| Practical File (15 Python Programs) | 15 |
| Unit 3 : Advance Python | 5 |
| Unit 4 : Data Science | 5 |
| Unit 5 : Computer Vision | 5 |
| Vivia | 5 |
| Total (A) | 35 |
| B – Project Work | |
| Project Work/ Field Visit / Student Portfolio | 10 |
| Viva Voce | 5 |
| Total (B) | 15 |
| Total A + B | 50 |
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 2023
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
- Methods of communication
- Verbal communication
- Non-verbal communication
- Communication Cycle and Importance of feedback
- Barriers of effective communication
- Writing Skills – Part of Speech
- Writing Skills – Sentences
Part B – Subject Specific Skills
- Unit 1: Introduction to AI- Foundational Concepts of AI
- What is intelligence?
- Decision Making
- What is Artificial Intelligence and what is not?
- Basics of AI: Let’s Get started
- Introduction to AI and related terminologies
- Introducing AI, ML, & DL
- Introduction to AI Domains (Data, CV & NLP)
- Gamified tools for each domain
- Applications of AI, AI ethics.
In the month of May we have summer vacation. So this month has no working days. I have planned the next topic for June 2023.
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 2023.
June 2023
After summer vacations when school will reopen the following topics should be covered.
Unit 2 : AI Project Cycle
- Introduction
- Problem Scoping
- Data Acquisition
- Data Exploration
- 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
- Neural Networks
- Evaluation
- Evaluating the idea!
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 2023
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.
In the next section of AI class 10 Split up syllabus 2023-24, we are going to see the topics covered in the month of August 2023.
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
- Jupyter Notebook
- Introduction to Python
- Python Basics
Unit 4 Data Sciences (To be assessed through practicals)
Introduction
- Introduction to Data Science
- Applications of Data Science
- Revisiting AI Project Cycle
Concepts of Data Sciences
- Python data Sciences
- Statistics Learning & Data Visualization
K-nearest neighbour model (Optional)
- Personality Prediction
- Understanding K-nearest neighbour model
August 2023
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
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
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 2023 – AI Class 10 Split Up Syllabus 2023-24
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
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(Optional)
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 2023-24, these topics should be completed.
November 2023
After Diwali vacation school will reopen and we have a few days in November. So I have planned these topics:
Part A : Employability Skills
Unit 5 Green Skills
- Sustainable Development
- Our Role in Sustainable Development
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 2023
In December month I have planned to complete these topics.
Part B: Subject Specific Skills
- Introduction to model evaluation
- Confusion Matrix
- Understanding Accuracy, Precision, Recall & F1 Score
- Practice Evaluation
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