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LLMs in Practice: Real World Applications, Challenges & Success Stories

Editat de Kiran Jot Singh, Shubham Mahajan, Divneet Singh Kapoor, Khushal Thakur
en Limba Engleză Paperback – aug 2026
LLMs in Practice: Real World Applications, Challenges and Success Stories offers a deeply applied, interdisciplinary perspective on how Large Language Models (LLMs) are being integrated into the real world—spanning industries, healthcare, education, governance, mental health, creative domains, and intelligent systems. The book presents a blend of technical insights, sector-specific applications, governance frameworks, and ethical considerations. Designed for both academic and professional audiences, it equips readers to responsibly deploy LLMs while fostering innovation, equity, and scalability. LLMs in Practice: Real World Applications, Challenges & Success Stories addresses a significant gap in current literature by offering a focused and practice-oriented examination of how Large Language Models (LLMs) are being applied across diverse real-world domains. While there is widespread academic and public interest in generative AI, there exists no single resource that cohesively captures its deployment frameworks, sector-specific applications, ethical considerations, and pedagogical integration—especially from a multidisciplinary and global perspective. This book provides deployment guidance, prompt optimization, and reliability strategies; governance frameworks, risk mitigation tools, and audit strategies; and offers case studies, instructional models, project templates, career-aligned examples, and skill-building paths.

  • Provides a comprehensive understanding of how LLMs are transforming sectors such as healthcare, education, law, and business
  • Serves as a reference for researchers, practitioners, and innovators seeking to design, evaluate, and scale generative AI systems
  • Supports educators and students by offering structured resources for teaching, learning, and project-based engagement with LLMs
  • Promotes responsible innovation by highlighting frameworks for ethical governance, transparency, and inclusive AI adoption across varied socio-economic contexts
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Specificații

ISBN-13: 9780443443442
ISBN-10: 0443443440
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE

Cuprins

1. Foundations and Frameworks for Large Language Models
2. Transforming Healthcare with Large Language Models
3. Redefining Education through Intelligent Language Systems
4. Generative AI for Business Transformation and Legal Innovation
5. Enabling Smarter Governance, Public Services, and Policy through LLMs
6. Creative Expression and Content Generation in the Age of LLMs
7. Intelligent Software Development and Engineering Automation
8. Ensuring Secure, Ethical, and Responsible Use of LLMs
9. Enhancing Mental Health and Cognitive Research with Generative AI
10. Human-Machine Collaboration in Robotics and Multimodal Interfaces
11. Advancing Mathematical Discovery and Reasoning with LLMs
12. Language Models in Computational Chemistry and Molecular Design
13. Decoding Biology: Applications of LLMs in Genomics and Systems Biology
14. Agricultural Intelligence and Climate Resilience through Language Models
15. Intelligent Urban Planning and Smart Cities with LLMs
16. Financial Services and Risk Intelligence Powered by LLMs