Entra in un mondo di storie
Non-fiction
Navigating 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. You’ll 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, you’ll 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, you’ll also explore named entity handling and NER tools, modeling procedures, and tools for effective topic modeling applications. By the end of this book, you’ll have mastered the techniques essential to create applications with Gensim and integrate NLP into your business processes.
© 2023 Packt Publishing (Ebook): 9781803245508
Data di uscita
Ebook: 27 ottobre 2023
Più di 400.000 titoli
Kids Mode (accesso sicuro per bambini)
Scarica e ascolta offline
Disdici quando vuoi
Le tue prime storie, al prezzo più basso.
1 account
10 ore/mese
Disdici quando vuoi
Ascolto illimitato. Dove vuoi, quando vuoi.
1 account
Ascolto illimitato
Disdici quando vuoi
12 mesi al prezzo di 9. Ascolto illimitato a un prezzo imbattibile.
1 account
Ascolto illimitato
Disdici quando vuoi
Risparmia con più account. Ognuno con le proprie storie.
2 account
Ascolto illimitato
Disdici quando vuoi
Italiano
Italia