The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data Chris Kuo
- Autor:
- Chris Kuo
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Stron:
- 310
- Dostępne formaty:
-
PDFePub
Zostało Ci
na świąteczne zamówienie
opcje wysyłki »
opcje wysyłki »
Opis
książki
:
The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data
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.
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.
Wybrane bestsellery
-
Developers with prior experience can leverage the latest modern Android development libraries to build exceptional Android apps. This book discusses crucial factors to consider when developing Android applications and how to maintain them better.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Description Java is one of the most prevalent programming languages today, powering everything from enterprise applications to mobile platforms. It is the backbone of the global enterprise software industry and a major player in the mobile and big data ecosystems, valued for its performance, stability, and platform independence. This book takes you-
- ePub + Mobi 89 pkt
(85,49 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Angular is one of the most popular frameworks for building fast, dynamic, and scalable web applications. It is the foundational framework for building high-performance, single-page web and mobile applications across the globe. With the recent advancements, Angular remains highly relevant in todays enterprise-grade frontend development.-
- ePub + Mobi 89 pkt
(85,49 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Domain-driven Design (DDD) continues to shape how modern software systems are built by bridging the gap between technical teams and business needs. Its emphasis on modeling the domain with precision and clarity is especially relevant in todays fast-paced, complex software landscape. This book begins with DDD fundamentals, including core-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Functional programming is transforming how we build robust, scalable, and maintainable software by prioritizing clarity and predictability. It emphasizes what to compute by defining expressions that map values to other values, and focuses on how to achieve a result through a sequence of statements that change program state. This book ex-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Go, a modern programming language renowned for its efficiency and concurrency, empowers developers to build scalable and robust applications. Get Set Go is your practical guide to learn this powerful technology, designed to take you from foundational concepts to advanced development techniques with clarity and ease. This book systematic-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Unlock the power of eBPF, the revolutionary Linux kernel technology transforming observability, networking, and security. This book serves as your comprehensive resource to master this cutting-edge technology, whether you are a beginner exploring its potential or a seasoned professional seeking in-depth knowledge. Embark on a structured-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Cyber threats are evolving unprecedentedly, making CyberSecurity defense a crucial skill for professionals and organizations. This book is a comprehensive guide designed to equip readers with the knowledge, strategies, and best practices to secure digital assets, mitigate risks, and build resilient security frameworks. It covers the fun-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description In todays digitally powered world, JavaScript lies at the heart of nearly every web application. From dynamic user interfaces to behind-the-scenes logic, JavaScript enables everything from online shopping to learning new skills and connecting with global communities. This book is your guide to mastering JavaScript through design pattern-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
-
Description Designing a scalable Unity project requires more than just codingit demands thoughtful planning, structured architecture, and adherence to best practices. This book is your ultimate guide to building modular and maintainable Unity projects using C# and proven game architecture techniques. This book provides the tools and knowledge you n-
- ePub + Mobi 89 pkt
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł (-10%) -
Szczegóły książki
- Tytuł oryginału:
- The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data
- ISBN Ebooka:
- 978-18-032-4550-8, 9781803245508
- Data wydania ebooka :
-
2023-10-27
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie.
Jeśli masz wątpliwości skontaktuj się z nami sklep@ebookpoint.pl.
- Język publikacji:
- angielski
- Rozmiar pliku Pdf:
- 8.2MB
- Rozmiar pliku ePub:
- 6.4MB
Packt Publishing - inne książki
-
With a project-driven approach, this book equips you with the skills to build private chat systems, semantic search engines, coding assistants, and cloud deployments, so you can create AI that is practical, compliant, and production-ready.-
- PDF + ePub 134 pkt
Learn Mistral. Elevating Mistral systems through embeddings, agents, RAG, AWS Bedrock, and Vertex AI
(50,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
-
Master OpenSearch with this expert-led guide, covering installation, data ingestion, queries, dashboards, and performance optimization through hands-on tutorials and real-world examples.-
- PDF + ePub 116 pkt
(50,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
-
Explore the power of NGINX with this guide covering an array of essential practical topics, including securing your infrastructure with automatic TLS certificates, placing NGINX in front of your existing applications, and much more.-
- PDF + ePub 125 pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
This book presents comprehensive insights into MLOps coupled with real-world examples to help you to write programs, train robust and scalable ML models, and build ML pipelines to train and deploy models securely in production.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This ZBrush guide uses hands-on projects to help you master ZBrush and take your digital sculpting skills to the next level. You'll create impressive 3D models while learning advanced techniques, making your artistic journey both fun and productive.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Google Cloud Data Architect is a field guide for data architects and engineers who want to leverage GCP for building data platforms for enterprises. This book covers both fundamental concepts as well as works as a guide to take design decisions while building for big data and advanced analytics use cases like AI/ML.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This book helps you to harness the power of Unreal Engine 5's geometry tools to create stunning 3D environments, props, and more with expert insights from Francisco Barros, who shares his secrets for crafting professional-grade assets.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This easy-to-follow book covers essential data structures, algorithms, and their usage in the context of JavaScript and TypeScript.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Explore the mathematical foundation of graphical models and their use for knowledge representation in causal and Bayesian networks. Delve into probabilistic inference methods in Bayesian networks. Grasp concepts of causality and treatment effects and learn the rules of causal calculus to generate probabilistic formulas for the effect of interventions in terms of the observed probabilities.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Unlock your potential to become the Senior Software Engineer everyone fights to work with! This approachable, engaging guide weaves real stories, collective wisdom, hands-on exercises, humor, and AI tips to help you and your mentees thriveW przygotowaniu
Powiadom mnie, gdy książka będzie dostępna
Dzięki opcji "Druk na żądanie" do sprzedaży wracają tytuły Grupy Helion, które cieszyły sie dużym zainteresowaniem, a których nakład został wyprzedany.
Dla naszych Czytelników wydrukowaliśmy dodatkową pulę egzemplarzy w technice druku cyfrowego.
Co powinieneś wiedzieć o usłudze "Druk na żądanie":
- usługa obejmuje tylko widoczną poniżej listę tytułów, którą na bieżąco aktualizujemy;
- cena książki może być wyższa od początkowej ceny detalicznej, co jest spowodowane kosztami druku cyfrowego (wyższymi niż koszty tradycyjnego druku offsetowego). Obowiązująca cena jest zawsze podawana na stronie WWW książki;
- zawartość książki wraz z dodatkami (płyta CD, DVD) odpowiada jej pierwotnemu wydaniu i jest w pełni komplementarna;
- usługa nie obejmuje książek w kolorze.
Masz pytanie o konkretny tytuł? Napisz do nas: sklep@ebookpoint.pl
Proszę wybrać ocenę!
Proszę wpisać opinię!
Książka drukowana
Oceny i opinie klientów: The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data Chris Kuo
(0)