Price: $9.99
(as of Oct 03, 2024 14:49:59 UTC – Details)
Discover the world of Natural Language Processing and unlock its endless possibilities with this comprehensive guide. Whether you’re a beginner or an experienced professional in the field, this book is designed to provide you with a thorough understanding of NLP techniques and their applications.
Key Features:
– Learn essential NLP techniques such as tokenization, stemming, and lemmatization
– Explore different text representation methods like Bag of Words, TF-IDF, and Word Embeddings
– Dive into advanced word embedding models like ELMo, BERT, and GPT-2
– Master language modeling with N-grams, RNNs, and Transformer Models
– Develop text classification techniques using Naïve Bayes, SVMs, and MLPs
– Gain expertise in sentiment analysis, information extraction, text summarization, and machine translation
– Discover keyword extraction, co-reference resolution, question-answering systems, and dialogue systems
– Explore language generation, spell and grammar checking, speech recognition, and text-to-speech synthesis
– Understand stylometry, emotion analysis, and machine learning pipelines for NLP
– Utilize popular NLP tools and libraries like NLTK, Gensim, and SpaCy
– Discover the ethical considerations in NLP and multilingual NLP techniques
– Apply NLP in healthcare, social media analysis, e-commerce, legal domains, and finance
Book Description:
This book serves as a comprehensive guide to Natural Language Processing, covering the foundations, essential techniques, and advanced topics in the field. With practical examples and Python code snippets, you’ll gain hands-on experience in implementing NLP techniques. Each chapter includes multiple-choice review questions to test your understanding, ensuring your grasp of the concepts covered.
What You Will Learn:
You will learn the fundamentals of NLP and its various applications in a wide range of domains. From preprocessing techniques and text representation methods to advanced word embeddings and language modeling, you’ll become well-versed in the essentials. Master text classification, sentiment analysis, information extraction, and text summarization techniques. Explore machine translation, part-of-speech tagging, keyword extraction, and co-reference resolution. Uncover the secrets of question-answering systems, dialogue systems, and language generation. Develop expertise in spell and grammar checking, speech recognition, and text-to-speech synthesis. Discover stylometry, emotion analysis, and pipelines for NLP. You’ll also gain insights into popular NLP tools and libraries, the challenges of NLP at scale, ethical considerations, multilingual NLP, and industry-specific applications in healthcare, social media analysis, e-commerce, legal domains, and finance.
Who This Book Is For:
Whether you’re a beginner looking to dive into the world of NLP or an experienced practitioner seeking to broaden your knowledge, this book is ideal for you. No prior experience in NLP is required, as the book covers the fundamentals before delving into advanced techniques. If you’re interested in understanding and implementing NLP techniques using Python, this book is your ultimate guide.
Unlock the potential of Natural Language Processing and revolutionize the way you analyze and understand textual data. Get your copy of this comprehensive guide today and embark on an exciting journey into the world of NLP!
ASIN : B0DCHM5CGD
Publication date : August 7, 2024
Language : English
File size : 3942 KB
Text-to-Speech : Not enabled
Enhanced typesetting : Not Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 185 pages
Format : Print Replica
