Natural Language Processing with Python

Learn NLP with Python through practical exercises, advanced topics like transformers, and real-world projects such as chatbots and dashboards. A comprehensive guide for mastering NLP techniques.

Key Features

• A comprehensive guide to processing, analyzing, and modeling human language with Python
• Real-world projects that reinforce NLP concepts, including chatbot design and sentiment analysis
• Foundational and advanced NLP techniques for practical applications in diverse domains

Book Description

What you will learn

• Clean and preprocess text data using Python effectively
• Master tokenization techniques for words, sentences, and characters
• Build robust NLP pipelines with feature engineering methods
• Implement sentiment analysis with machine learning models
• Perform topic modeling using LDA, LSA, and other algorithms
• Develop chatbots and dashboards for real-world applications

Who this book is for

This book is ideal for students, researchers, and professionals in machine learning, data science, and artificial intelligence who want to master NLP. Beginners will benefit from the step-by-step introduction to text processing and feature engineering, while experienced practitioners can explore advanced topics like transformers and real-world projects. Basic knowledge of Python and familiarity with programming concepts are recommended to fully utilize the content. Enthusiasts with a passion for language technology will also find this guide valuable for building practical NLP applications.