Downloaded Artificial Intelligence Class 10: Code 417, Skill Education

Cover Page
Title Page
Copyright Page
Preface
Inside the Series
CBSE AI Curriculum For Class 10
Incorporates Nep 2020
Table of Contents
Part A Employability Skills
Unit-1 Communication Skills-II
Communication
Learning Objectives of Effective Communication
Communication Cycle
Different Methods of Communication
Impact of Body Language
Feedback
Effective Communication
Principles of Effective Communication
7Cs of Effective Communication
Barriers to Effective Communication
Measures to Overcome Barriers in Effective Communication
Basic Writing Skills
What is a Sentence?
Parts of Speech
Use of Articles
Unit-2 Self Management Skills-II
What is Stress?
Stress Causing Agents
What is Stress Management?
Need of Stress Management
Steps to Manage Stress
Stress Management Techniques
How can Students Manage Stress?
Working Independently
How to Become Self-Reliant
Time Management and Its Importance
Unit-3 ICT Skills-II
Computer System— Introduction
Operating System
Windows 10 Operating System
What is a File?
What is a Folder?
Creating and Managing Files and Folders
Computer Care and Maintenance
Cleaning Computer Components
Preparing Maintenance Schedule
Creating a Backup Your Data
Increasing Computer Performance
Removing Spam Files from Your Email
Protecting Computer against Viruses
Protecting Your Data
What are Temporary Files?
Unit-4 Entrepreneurial Skills-II
Entrepreneurship and Society
Work Done by an Entrepreneur
Qualities of an Entrepreneur
Functions of an Entrepreneur
Role of an Entrepreneur
Importance of Entrepreneurs
Myths/Misconceptions about Entrepreneurship
Entrepreneurship as a Career Option
Unit-5 Green Skills-II
What is Sustainable Development?
Importance of Sustainable Development
Problems Related to Sustainable Development
Challenges to Sustainable Development
Sustainable Development Goals— Agenda 2030
Sustainable Development Initiatives in India
Our Role in Sustainable Development
Part B Subject Specific Skills
Unit-1 Introduction to AI
What is Intelligence?
Types of Intelligence
Decision Making
What is Artificial Intelligence?
How do Machines become Intelligent?
Applications of AI Around Us
What is not AI?
AI and Related Terminologies
Domains of AI
AI Ethics
AI Ready-1
Unit-2 AI Project Cycle
Introducing AI Project Cycle
Stages of AI Project Cycle
Neutral Network
AI Ready-2
Unit-3 Advance Python
Introduction to Anaconda
Understanding Jupyter Notebook
What is a Virtual Environment?
Working with Jupyter Notebook
Introduction to Python
Why Python for Artificial Intelligence
Applications of Python
Recap of Python Basics
Unit-4 Data Science
What is Data Science?
Applications of Data Science
Revisiting AI Project Cycle
Data Collection
Python for Data Science
Data Access in Python
Statistical Learning with Python
Data Visualisation in Python
Personality Prediction
Understanding K-Nearest Neighbour Model (K-NN)
AI Ready-3
Unit-5 Computer Vision
Computer Vision-Definition
Applications of Computer Vision
Difference Between Computer Vision and Human Vision
Tasks in Computer Vision Applications
What are Pixels?
Basics of Images
How do Computers see Images?
Image Features
Introducing OpenCV
Image Processing Operations
Understanding Convolution Operator
What is Neural Network?
What is Convolutional Neural Network (CNN)?
AI Ready-4
Unit-6 Natural Language Processing
What is NLP?
Process involved in NLP
Applications of Natural Language Processing
Revisiting AI Project Cycle
What are Chatbots?
Different Types of Chatbots
Human Language Vs Computer Language
Data Processing
Techniques of Natural Language Processing
AI Ready-5
Unit-7 Evaluation
Understanding Evaluation
Importance of Evaluation
Reasons for Inefficiency of AI Model
Terminologies of Model Evaluation
Confusion Matrix
Terminologies of Confusion Matrix
Evaluation Matrix for AI Model
Part C Practical Work
Python Practical Questions
Viva Voce Questions
Projects (Hints for Part D)
AI Glossary
AI Innovators
Model Test Paper
CBSE Sample Question Paper