We have great pleasure in presenting First edition “Introduction to Artificial Intelligence” written for students of UG courses. The related matters are written in a simple and easily understandable.
This volume is an attempt to provide the students with thorough understanding of Introduction to Artificial Intelligence. We have presented the subject matter in a systematic manner with liberal use of charts and diagrams where ever necessary so as to make it interesting and sustain students’ interest.
Contents –
Unit – 1 AI and its Subfields Introduction to Artificial Intelligence
Introduction
AI and its Subfields
Introduction to Artificial Intelligence
History of Artificial Intelligence
Definition of Artificial Intelligence
Artificial General Intelligence
Industry Applications of AI
Challenges in AI. Knowledge Engineering
Machine Learning
Computer Vision
Natural Language Processing
Robotics
Review Questions
Unit – 2 Applications of Artificial Intelligence
Introduction
Applications of AI Healthcare
Finance
Retail
Agriculture
Education
Transportation
Review Questions
Unit – 3 Bias and Fairness in AI Systems
Introduction
Bias and Fairness in AI Systems Ethics in AI
Bias and Fairness in AI Systems
Transparency in AI Systems
Accountability
Security
Privacy
Inclusivity
Sustainability
Robustness
Reliability
Review Questions
Unit – 4 AI in Research
Introduction
AI in Research
Generative AI
Prompt Engineering AI in Experimentation
Multi-disciplinary Research
Generative AI Introduction
ChatGPT
Hugging Face
Gemini and Other Tools Basics
Perplexity
Prompt Engineering Definition and its Importance
Role of Prompt Engineering in AI/ML Interaction
Emerging Trends and Future Directions in AI
Review Questions
Unit – 5 Applications of Prompt Engineering
Introduction
Applications of Prompt Engineering Applications of Prompt Engineering
Education
Business
Commerce
Content Creation
AI for Creative Writing
AI for Creative Design
Writing AI Scripts for Video
Generating Slides
Slides GPT Usage
Designing Thumbnails
Channel Branding with AI
Review Questions
