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ESSENTIALS OF CHATBOT [#1016999]
ESSENTIALS OF CHATBOT by Ajit Singh
English | July 2, 2025 | ISBN: N/A | ASIN: B0FGJ2BHND | 241 pages | EPUB | 0.19 Mb
"Essentials of CHATBOT" is a comprehensive, hands-on guide designed to empower students, developers, and researchers to master the development of modern conversational AI. This book navigates the entire lifecycle of chatbot creation, from the foundational principles of Natural Language Processing (NLP) to the deployment of sophisticated agents powered by cutting-edge Large Language Models (LLMs).
Key Features:
1. Foundational Clarity: Complex NLP and machine learning concepts are broken down into simple, digestible explanations with intuitive analogies.
2. Hands-On Code Examples: Every chapter is rich with practical Python code snippets, allowing you to learn by immediate application.
3. From Basics to State-of-the-Art: The curriculum progresses logically from simple rule-based systems to the revolutionary Transformer architecture and Large Language Models (LLMs).
4. Modern Tools and Frameworks: Gain practical experience with essential industry tools like NLTK, spaCy, Scikit-learn, RASA, and the Hugging Face library.
5. Complete Capstone Project: The final chapter guides you step-by-step through building a complete, real-world chatbot, integrating all the concepts learned throughout the book.
6. Real-World Focus: Includes dedicated sections on evaluation metrics, deployment strategies, and the critical ethical considerations of building responsible AI.
7. Featured with Capstone Project
Who Should Read This Book?
1. B.Tech and M.Tech Students: An ideal textbook for courses in AI, NLP, and Machine Learning.
2. Software Developers & Engineers: A perfect resource for upskilling and transitioning into the field of conversational AI.
3. AI/ML Practitioners: A practical guide to apply your skills to the specific challenges of building chatbots.
4. Product Managers & Entrepreneurs: Understand the technology behind chatbots to better design and lead conversational product development.
5. Researchers and Hobbyists: A solid starting point for exploring and experimenting with conversational interfaces.
By the end of this book, you will not only understand the theory behind chatbots but will also possess the practical skills to design, build, train, and deploy your own powerful and intelligent conversational agents.
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