Generative AI and ChatGPT have the potential to transform industries and society by improving efficiency, enhancing creativity, and enabling more personalized experiences. If you are someone who is looking to stay ahead of the curve in this rapidly evolving digital age and utilize its potential, this book is for you.
This book gives a comprehensive overview of Generative AI and ChatGPT, the cutting-edge technologies that have gained significant attention in recent times. The book aims to provide a thorough understanding of these technologies, architectures, and training methods, including their background, development process, and current state. The book helps discover innovative ways in which these technologies have been implemented to achieve measurable benefits, including improved efficiency, customer satisfaction, security, and revenue growth and its potential application across different industries and use cases.
In recent years, the world has witnessed rapid growth in artificial intelligence and machine learning technologies. One of the most notable advancements has been in the field of natural language processing, which has enabled machines to understand, interpret, and generate human language. This has led to the development of powerful tools and systems that can generate human-like responses to various queries and tasks.
Among these systems, ChatGPT has emerged as a leading language model that has revolutionized the field of generative AI. ChatGPT is a state-of-the-art language model developed by OpenAI that can understand and generate human-like responses to a wide range of queries and tasks. Its advanced architecture and training methods have enabled it to achieve unprecedented levels of accuracy and fluency, making it a powerful tool for businesses across various industries.
What you will learn:
- Explore how different industries and domains are using ChatGPT.
- Understand how content creators and marketing industries can benefit from using ChatGPT and how it can be used in various coding areas.
- Learn how to benefit from the problem-solving abilities of ChatGPT.
- Get familiar with the recent advancements in ChatGPT.
Who this book is for:
This book is for individuals and groups interested in AI and its practical applications in the business world. Anyone who is working in the field of AI can find value in the book's insights into the latest technological advancements and how they can be leveraged to achieve business goals.
Author(s): Utpal Chakraborty, Soumyadeep Roy, Sumit Kumar; Soumyadeep Roy; Sumit Kumar
Publisher: BPB Online LLP
Year: 2023
Language: English
Pages: 290
Introduction to ChatGPT
Introduction
Technical overview of ChatGPT
Applications of ChatGPT
ChatGPT in business settings
Points to remember
2. History Of Generative Models
Introduction
History of generative AI
Developments in Generative AI
Evaluating Generative AI
Applications of Generative AI
Points to remember
3. Generative AI in Banking and Finance
Introduction
Applications and Use Cases
Fraud Detection and Risk Analysis
Personalized Customer Service
Investment Recommendations
Advantages
Improved Efficiency
Personalization
Better Decision-making
Improved Security
Limitations and Challenges
Data Privacy and Security
Ethical Concerns
Regulatory Compliance
Limited Availability of Skilled Talent
Points to remember
4. Regulatory and Legal aspects of Generative AI
Introduction
Ethical and responsible use
Intellectual property rights
Privacy and data protection
Bias and discrimination
Safety and security
Points to remember
5. Generative AI and ChatGPT for Government Departments
Introduction
Use cases for generative AI
Content creation
Image and video analysis
Disaster response
Fraud detection
Decision-making
Predictive analytics
Personalized services
Generative AI in Government: Benefits and Ethical Safeguards
Use cases for ChatGPT
Customer service
Natural language processing
Information retrieval
Language translation
Policy analysis
Speech recognition
Virtual assistants
Points to remember
6. Authenticity AI generated content
Introduction
Limitations and challenges of generative AI-generated content
Spread of Misinformation
Amplification of Bias
Creation of Fake Identities
Job Displacement
Security Risks
Development of ChatGPT language model
Points to remember
7. ChatGPT Technical Overview: Introduction
Introduction
Introduction to Natural Language Processing
Evolution of NLP
GPT and ChatGPT
GPT series by OpenAI
Points to remember
8. Brief of top other NLP models
Introduction
9. Historical flow and development of GPT series
Introduction
Generative Pre-trained Transformer - 1
Basic Framework
Model training stages
Model implementation specifications
Evaluation
Generative Pre-trained Transformer - 2
Base framework
Model specifications
Evaluation
The introduction to GPT-3
Base Framework
Model specifications
Evaluation
API development of GPT - 3
Introduction of GPT - 3.5, InstructGPT
Base Framework
Model specifications
Results
Cost reduction in GPT -3 model API tokens
Introduction of Whisper
Overview of Whisper
Introduction of ChatGPT
Timeline Summary
Points to remember
10. API Pricing model and technical limitations of ChatGPT
Introduction
Technical Limitations of ChatGPT
Points to remember
11. Customer Journey in ChatGPT free version UI
Introduction
Points to remember
12. Use Cases in Modern Era: Introduction
Introduction
Global AI Market Growth Projections and Trends
Points to remember
13. Use case in Content-marketing
Introduction
Content Creation
ChatGPT for Blogging Content writing
SEO optimization
ChatGPT for Email marketing
Other content related use-cases
Points to remember
14. Education and e-learning abilities
Introduction
Growth of the E-learning Market
ChatGPT in E-learning
Content creation
Personalization
Feedback and assessment
Chatbot assistance
Language translation
Points to remember
15. Use case in Entertainments purposes
Introduction
AI in Entertainment Industry
NLP in Entertainment Industry
Market Growth of AI in the Media and Entertainment Sector
ChatGPT and its potential applications in Entertainment Industry
ChatGPT for Gaming Industry
ChatGPT for Music Industry
ChatGPT for Movie, OTT platforms and script writers
ChatGPt for personalized contents for virtual assistants
ChatGPT for Song lyrics writing:
A potential use case in Mental-health
Points to remember
16. Potential of ChatGPT in Coding and Programming
Introduction
The Future of Coding and Programming: Endless Opportunities
The Role of ChatGPT in Code Generation and Summarization
General Programming knowledge
Code generation
Code debugging
Code completion
Code professionalism and editing
Points to remember
17. Problem solving abilities (Quantitative)
Introduction
The Growing Importance of Quantitative Problem-Solving
Basic Math and Statistics
Basic logic and reasoning
Points to remember
18. Problem solving abilities (Qualitative)
Introduction
ChatGPT’s Role in Qualitative Problem Solving
Example 1
Example 2
Example 3
Points to remember
19. Use cases Financial Industry
Introduction
Fintech and the Evolution of Banking
Leveraging ChatGPT on banking and Fintech Industry
Customer experience improvement
Fraud detection and prevention
Personalization
Increase the overall efficiency and performance
Enhance the speed and accuracy
Work as a robo-advisory
Risk Management
Points to remember
20. Use cases in Healthcare Industry
Introduction
AI in Healthcare
The Growing Market for AI in Healthcare
Usage of ChatGPT on healthcare and medical industry
A virtual digital medical assistant
Healthcare data analyser and interpreter
Advisor in medication maintenance
Medical track record maintenance
Medical writings
Drug information
Medical studies
Health monitoring framework
Responsibility in Deploying AI in Healthcare
Points to remember
21. Use cases in E-commerce Industry
Introduction
Global Ecommerce Market Overview
AI in E-commerce: Customer Experience and Efficiency
Usage of ChatGPT in E-commerce business:
Personalized Chatbots
Marketing strategies
Optimizing the supply chain
Create product descriptions
Sentiment analysis on customer’s feedback on products
Points to remember
22. Use cases in Hospitality Industry
Introduction
AI in the Hospitality Industry
Usage of ChatGPT in hospitality business
Chatbots
Personalization
Training new joiners and assisting the existing
Digital marketing
Other Industries
Points to remember
23. Problem solving abilities of ChatGPT
Introduction
Potential for Problem-Solving in Various Fields
Problem-solving abilities of theorem
Problem-solving abilities of Mathematical models
Problem-solving abilities with writing Neural networks
Problem-solving abilities with writing formulas
Points to remember
24. How beginner start ChatGPT for problem-solving
Introduction
Limitation
ChatGPT in Problem Solving: Conclusion
Points to remember
25. ChatGPT for National Cyber Security and TechnoPolicy
Introduction
ChatGPT revolutionise National cyber security
ChatGPT: Is there a real threat to National Security?
Creating a code ransomware attack using ChatGPT
Creating a Phishing Content using ChatGPT
ChatGPT and generative AI used by cybercriminals
ChatGPT: Is it better for national security
ChatGPT Accountability
Clarifying ChatGPT for Government
Law enforcement and defence forces use ChatGPT or Generative AI ?
Cyber Crime Investigator use ChatGPT or Generative AI
Lawyer and policy maker use ChatGPT or Generative AI
ChatGPT or AI boundaries for National Cyber Security
Conclusions
Points to remember
26. Use cases in edtech industry
Introduction
Beneficial or negative effect on the educational sector
Will the educational sector challenge be resolved by ChatGPT?
Understanding the topic
Solving writing crisis
Learning a language
Automating Workflows
Customized Education
Further work needed
Conclusion
Points to remember
27. Potential of ChatGPT in Research work
Introduction
Is using ChatGPT for research work acceptable?
Can ChatGPT be a co-author on a research work?
How to set up ChatGPT for beginners to do research work
How to Conduct Research work using ChatGPT
Creating a research query using ChatGPT
Using ChatGPT, draught a study work outline
Information Gathering With ChatGPT
Create Ideas With ChatGPT
Lastly, using ChatGPT to enhance research work.
ChatGPT boundaries for research work.
Advantages of ChatGPT for Research Work.
Conclusion
Points to remember
28. Potential of ChatGPT in Coding and Programming
Introduction
Can I code with ChatGPT?
Code Generation
Finding, Fixing Bugs in Code
Understanding Algorithm and Comment Generation
Is ChatGPT replace Developers?
ChatGPT or Generative AI boundaries for Coding or programming?
Conclusion
Points to remember
29. Recent advancements that are made in ChatGPT
Introduction
About the recent gradual releases:
Introduction of ChatGPT Plus
Next stage of Possible advancements
Points to remember
30. ChatGPT and the market right now
Introduction: Market implications
ChatGPT: Rapid Growth and Challenges Ahead
Some ChatGPT alternatives
ChatSonic
Jasper
Character AI
Perplexity AI
From technical Perspective
Points to remember
31. Generative AI and Chatgpt Help India G20 Summit
Introduction
ChatGPT for G20 Multilingual Communication
Generative AI and ChatGPT solving Cyber issue of G20 Summit
Generative AI and ChatGPT solving the communication issue of the G20 Summit
Conclusion: G20 Cybersecurity with AI and ChatGPT
Points to remember
32. GPT- 4
Introduction
Technological capabilities of ChatGPT 4
Some use cases
Safety and ethics
Points to remember
33. Future scope of ChatGPT
Introduction
ChatGPT’s Potential in Natural Language Processing and Personalization
Points to remember
