Description: The Handbook of NLP with Gensim by Chris Kuo Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Computers cannot understand texts or organize documents. Texts must first be converted into numeric values before they can be used to unlock the hidden connection between documents into topics. Publisher Description Elevate your natural language processing skills with Gensim and become proficient in handling a wide range of NLP tasks and projectsKey FeaturesAdvance your NLP skills with this comprehensive guide covering detailed explanations and code practicesBuild real-world topical modeling pipelines and fine-tune hyperparameters to deliver optimal resultsAdhere to the real-world industrial applications of topic modeling in medical, legal, and other fieldsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionNavigating the terrain of NLP research and applying it practically can be a formidable task made easy with The Handbook of NLP with Gensim. This book demystifies NLP and equips you with hands-on strategies spanning healthcare, e-commerce, finance, and more to enable you to leverage Gensim in real-world scenarios.Youll begin by exploring motives and techniques for extracting text information like bag-of-words, TF-IDF, and word embeddings. This book will then guide you on topic modeling using methods such as Latent Semantic Analysis (LSA) for dimensionality reduction and discovering latent semantic relationships in text data, Latent Dirichlet Allocation (LDA) for probabilistic topic modeling, and Ensemble LDA to enhance topic modeling stability and accuracy.Next, youll learn text summarization techniques with Word2Vec and Doc2Vec to build the modeling pipeline and optimize models using hyperparameters. As you get acquainted with practical applications in various industries, this book will inspire you to design innovative projects. Alongside topic modeling, youll also explore named entity handling and NER tools, modeling procedures, and tools for effective topic modeling applications.By the end of this book, youll have mastered the techniques essential to create applications with Gensim and integrate NLP into your business processes.What you will learnConvert text into numerical values such as bag-of-word, TF-IDF, and word embeddingUse various NLP techniques with Gensim, including Word2Vec, Doc2Vec, LSA, FastText, LDA, and Ensemble LDABuild topical modeling pipelines and visualize the results of topic modelsImplement text summarization for legal, clinical, or other documentsApply core NLP techniques in healthcare, finance, and e-commerceCreate efficient chatbots by harnessing Gensims NLP capabilitiesWho this book is forThis book is for data scientists and professionals who want to become proficient in topic modeling with Gensim. NLP practitioners can use this book as a code reference, while students or those considering a career transition will find this a valuable resource for advancing in the field of NLP. This book contains real-world applications for biomedical, healthcare, legal, and operations, making it a helpful guide for project managers designing their own topic modeling applications. Author Biography Chris Kuo is a data scientist with over 23 years of experience. He led various data science solutions including customer analytics, health analytics, fraud detection, and litigation. He is also an inventor of a U.S. patent. He has worked at several Fortune 500 companies in the insurance and retail industries.Chris teaches at Columbia University and has taught at Boston University and other universities. He has published articles in economic and management journals and served as a journal reviewer. He is the author of the eXplainable A.I., Modern Time Series Anomaly Detection, Transfer Learning for Image Classification, and The Handbook of Anomaly Detection. He received his undergraduate degree in Nuclear Engineering and Ph.D. in Economics. Details ISBN 1803244941 ISBN-13 9781803244945 Title The Handbook of NLP with Gensim Author Chris Kuo Format Paperback Year 2023 Pages 310 Publisher Packt Publishing Limited GE_Item_ID:151276504; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. 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Price: 68.11 USD
Location: Fairfield, Ohio
End Time: 2024-12-19T04:29:57.000Z
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ISBN-13: 9781803244945
Book Title: The Handbook of NLP with Gensim
Publication Name: Handbook of NLP with Gensim : Leverage Topic Modeling to Uncover Hidden Patterns, Themes, and Valuable Insights Within Textual Data
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2023
Subject: Computer Science
Type: Textbook
Author: Chris Kuo
Subject Area: Computers
Item Length: 92.5 in
Item Width: 75 in
Format: Trade Paperback
