R Online Learning Platform CBSE CODE 417 iNTELLiCODE Artificial Intelligence 9 IN LINE WITH NATIONAL EDUCATION POLICY Key Features l Edusoft Playground – online learning platform. l Edusoft Knowledgeverse – YouTube educational channel. l QR code-based interactive worksheets. l Video-based worksheets. l Online question bank – HOTS & Competency-based. l Contests, quizzes and rewards. An ISO Certified Company
CBSE CODE 417 iNTELLiCODE Artificial Intelligence IN LINE WITH NATIONAL EDUCATION POLICY 9 Concept by: Compiled by: Contributed by: Designed by: Hitesh Saini Sanjay Charadva Gagan Agarwal David Singh Founder & M.D. CLDP, MCA (27 yrs. experience in IT)
A DIALOGUE IN THE CLASSROOM iNTELLiCODE Series on Artificial Intelligence is designed strictly in line with the National Education Policy and the curriculum recommended by the CBSE and promotes the suggested pedagogy to develop AI mindset and the skillset. Ethical implementation of AI, aligned with the sustainable development goals and global green initiatives, is a boon for future careers, industries and a force to usher us into a scientifically advanced yet greener, cleaner and energy-efficient era. HOW TO MAKE BEST OUT OF THIS COURSE? This course should not be considered as a set of chapters. Spend at least 60% of the time on the activities in the chapter. Activities should begin with the briefing by the teacher and should end with a detailed discussion between the teacher and the students, and finally end with a conclusion aligned with the learning outcome. In each new chapter, bring up the topics learnt in the previous chapters and relate them with the current chapter. Learner should feel a flow of understanding the course in its entirety. The development of abstract learning is as important as learning the specific concepts. The delivery of the concepts should be in the form of a dialogue in the classroom. We ensure that this book will not only arouse your deep curiosity for artificial intelligence but also prepare you for the future careers and sustainable future. Happy Learning! For young, curious minds here is the place to be and learn more! www.youtube.com/edusoftknowledgeverse playground.edusoft.co.in Interactive Worksheets Visit playground.edusoft.co.in/interactive-worksheets-on-ai-and-coding or scan the QR Code to learn the concepts the fun way! CybOlympiad Preparation Visit playground.edusoft.co.in/courses/cybolympiad-preparation or scan the QR Code to prepare for forthcoming CybOlympiad.
CONTENTS PART A: Employability Skills 4 PART B: Subject-specific Skills 84 Unit-1 : Communication Skills-I 4 Unit 1: Introduction to AI 84 8 93 1. Communication Cycle 12 1. Excite 103 2. Methods of Communication 14 2. Relate 108 3. Communication Perspectives 3. Purpose 122 4. Basic Writing Skills 4. Possibilities 5. AI Ethics 131 Unit-2 : Self-Management Skills-I 21 Unit 2: AI Project Cycle 131 1. Meaning and Importance of Self-Management 21 134 2. Building Self-Confidence 25 1. AI Project Cycle: An Introduction 138 2. AI Project Cycle: Problem Scoping 144 Unit-3 : ICT Skills-I 31 3. AI Project Cycle: Data Acquisition 149 4. AI Project Cycle: Data Exploration 1. Information and Communication Skills 31 5. AI Project Cycle: Modelling & Evaluation 165 2. Computer System 35 3. Basic Computer Operations 41 Unit 3: Neural Networks 165 4. Performing Basic File Operations 49 170 5. Internet and Its Applications 54 1. Common AI Models 2. Neural Networks and Deep Learning 178 Unit-4 : Entrepreneurial Skills-I 68 Unit 4: Introduction to Python 178 1. Types of Businesses and Business Activities 68 192 2. Entrepreneurship: Meaning and Characteristics 71 1. Python Basics 197 2. Python: Decision Making & Loops Unit-5 : Green Skills-I 77 3. Python Data Structures: Lists 207 1. Environment, Natural Resources and Conservation 77 AI Project: Detour Travels 2. Green Economy 81
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