Are you captivated by the ever-evolving field of AI?
Do the infinite possibilities of Natural Language Processing (NLP) stir your curiosity? Now, the intricate world of NLP is made accessible to you with our comprehensive guide, “Natural Language Processing with Python: Building your Own Customer Service ChatBot”. A journey that starts from the basics and stretches to the frontiers of NLP, this book is meticulously crafted to cater to learners at all levels.
Penned by an experienced team of AI researchers and educators, this expansive book offers an in-depth exploration of NLP. It successfully simplifies complex concepts using engaging explanations and intuitive examples. You will learn how to implement sentiment analysis, machine translation, text summarization, and many more fascinating NLP tasks. But what makes this book truly unique is its captivating project: building a chatbot with Python.
Build your own Customer Service Chatbot
Imagine building your own intelligent chatbot that can understand and respond to customer queries. Sounds exciting? Our book leads you step-by-step through this thrilling journey. The project encapsulates every phase of chatbot development: from collecting and preprocessing the data to training and refining the chatbot. This hands-on approach ensures that you not only understand the theoretical aspects but also gain practical skills that are highly sought after in the industry.
In the fourteen meticulously organized chapters, you’ll find comprehensive content that balances theory and practice. You’ll understand NLP fundamentals, delve into detailed language model discussions, and encounter complex topics like transformer models including GPT, BERT, and RoBERTa. The book also explores critical issues around the ethics in NLP, considering bias, privacy, and the impact of fake news.
“Natural Language Processing with Python: Building your Own Customer Service ChatBot” is structured to offer a thorough understanding of NLP. Starting with the introduction to NLP, it delves into Python’s NLP library, NLTK, and explores text processing and analysis techniques. The book ventures into advanced topics like machine learning for NLP, chatbots, transformer models, and concludes with the important discussion on ethics in NLP and future trends in the field. The major highlight of the book is the project that provides a real-world application for the concepts learned, underlining the transformational potential of NLP.
✅ Now Include a Free Repository Code with all code blocks used in this book.
✅ This free resource allows you to copy and paste the book code for easy manipulation.
✅ Free premium customer support.
Chapter 1: Introduction to NLP
Chapter 2: Setting Up the Environment
Chapter 3: Basic Text Processing
Chapter 4: Feature Engineering for NLP
Chapter 5: Language Modeling
Chapter 6: Syntax and Parsing
Chapter 7: Sentiment Analysis
Chapter 8: Topic Modelling
Chapter 9: Text Summarization
Chapter 10: Machine Translation
Chapter 11: Introduction to Chatbots
Chapter 12: Chatbot Project – Customer Support Chatbot
Chapter 13: Advanced Topics
Chapter 14: Ethics in NLP
Chapter 15: Future Trends in NLP
Don’t miss the opportunity to expand your Python programming skills into the enticing world of AI and NLP. Whether you’re an experienced data scientist, a seasoned Python programmer looking to branch out, or a tech enthusiast drawn towards the power of NLP, our book serves as an invaluable resource. Embark on this educational journey, build your own customer service chatbot, and pave the way for an exciting career in AI.