Rise of Generative AI and ChatGPT

• Autore: Chakraborty Utpal
• Pubblicazione: Los Angeles : , : BPB Publications, , 2023; ©2023
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (164 pages)
• Altri autori: RoySoumyadeep KumarSumit
• Nota di contenuto: Intro -- Cover Page -- Title Page -- Copyright Page -- Dedication Page -- About the Authors -- About the Reviewer -- Acknowledgements -- Preface -- Errata -- Table of Contents -- 1. 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Rise of Generative AI and ChatGPT
• ISBN: 93-5551-803-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910838309703321
• Lo trovi qui: Univ. Federico II