The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Stron:
- 310
- Dostępne formaty:
-
PDFePub
Opis
książki
:
The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data
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 -
This book is your comprehensive guide to app development with iOS 18 and Swift 6. Whether you want to create the next chart-topping app or simply enhance your programming skills, this book is your trusted companion on this exciting journey.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This book will equip you with the essential knowledge and skills needed to excel in tech interviews focused on Flutter.Niedostępna
-
A comprehensive guide empowering developers with the advanced capabilities of Java Key Features Gain insights into the significant changes and features introduced in Java versions 8 to 21. Learn how to build Java applications with Spring and Spring Boot. Monitor, diagnose, and optimize the performance of your Java applications in production enviro-
- ePub + Mobi 80 pkt
(71,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
A one-stop guide to teach chemists how to use Python for coding and iterations in a hands-on and practical manner Key Features Understand the core Python functions and algorithms for the computation of chemical parameters. Learn how to use Cheminformatics modules to process and analyze elemental data and molecular structures. Get familiar with the-
- ePub + Mobi 80 pkt
(34,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Solve complex problems by performing analysis of algorithms or selecting suitable techniques for optimal performance Key Features Get familiar with various concepts and techniques of advanced data structures to solve real-world problems. Learn how to evaluate the efficiency and performance of an algorithm in terms of time and space complexity. A p-
- ePub + Mobi 80 pkt
(34,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Leverage the latest features of C# and .NET to optimize the development of cross-platform apps Key Features Use the .NET MAUI (Multi-platform App UI) framework to develop scalable native apps. Learn how to set up, develop, and deploy cross-platform apps with .NET Core. Build apps that can run seamlessly across multiple platforms, devices, and oper-
- ePub + Mobi 80 pkt
(71,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
A beginners guide to Java programming for web development Key Features Learn one of the most in-demand skills in the field of application development. Get familiar with the fundamental concepts required to develop a web app. Understand how to develop web apps both with and without using a framework. Description Java is a popular language for deve-
- ePub + Mobi 80 pkt
(71,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Learn how to create powerful apps for multiple platforms with Flutter and Dart Key Features Design visually striking UI with engaging animations using the Dynamic UI Capabilities of Flutter. Understand why Dart is an ideal choice for cross-platform app development. Learn how to secure, test, deploy and publish your Flutter apps. Description Flutt-
- ePub + Mobi 80 pkt
(71,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Learn how to create stunning user interfaces using the tkinter Python library Key Features Explore the art of presenting information effectively using display widgets like labels, text boxes, images, and buttons. Delve into advanced topics like working with images, canvas drawing, database interactions, and handling multiple windows. Develop the s-
- ePub + Mobi 80 pkt
(71,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 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
-
Maximize your Ubuntu 24.04 experience with this guide, covering desktop usage, security, and advanced development environments. You'll gain practical insights from the experience of a core Ubuntu developer for enhanced productivity and innovation.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This book focuses on developing a capacity to manage cybersecurity incidents by practically implementing methodologies, platforms, and tools through step-by-step exercises. You'll learn how to respond to cybersecurity incidents using intelligence-based threat hunting techniques.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Master the realm of Cyber Threat Intelligence and Proactive Threat Hunting with 'Practical Threat Intelligence and Data-Driven Threat Hunting, 2nd edition'. This is your essential guide in the ever-evolving landscape of cyber threats.-
- ePub + Mobi 129 pkt
W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
-
Many intermediate users find advanced features in Clip Studio Paint challenging. This guide offers step-by-step tutorials and insider tips to master these tools, enhancing creativity and efficiency in digital art creation.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
The Power Platform Administration Guide addresses the most important topic in the enterprise space today: No Code/Low Code applications. Gone are the days of thousands of lines of code. Apps are now built by business users and citizen developers with point-and-click ease. If you want to know everything about Power Platform, this book is for youW przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This book is your ultimate guide to mastering Rust and advancing your software development career. It addresses the industry's demand for Rust programmers with insights into Rust's ecosystem, latest tools, and frameworks.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
This comprehensive guide to implementing CI/CD through tried and tested design patterns helps you discover the full potential of CI/CD through industry implemented CI/CD design patterns and improve robustness and resilience for CI/CD.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Defense Evasion Techniques is an exciting and important resource for security professionals and enthusiasts who want to stay ahead of the curve in the ever-evolving cybersecurity landscape. This book delves into defense evasion techniques used in red team operations and penetration testing, providing invaluable insights into how attackers bypass or avoid detection. By understanding and these cutting-edge tactics, readers will be better equipped to assess their existing security measures, identify areas for improvement, and ultimately strengthen their organization's security posture. Don't miss the opportunity to gain a competitive edge in the cybersecurity field by mastering the art of defense evasion.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Linux for Networking Professionals Second Edition is your one-stop shop for everything Linux. From networking basics and configuration to diagnosis, troubleshooting, and security – this book is all you need to be successful with Linux.W przygotowaniu
Powiadom mnie, gdy książka będzie dostępna -
Cybersecurity is one of the key aspects for all organizations, especially in the era of malware attacks and phishing. Cutting-edge data protection systems are the key to a thriving organization, and this is where penetration testing can truly make a difference. ParrotSec has some exciting features to compete with large players like Kali and become the next big thing. This book is a comprehensive guide to all Parrot Security features, complete with advice on how to properly use it for penetration testing.W 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
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)
Weryfikacja opinii następuje na podstawie historii zamowień na koncie Użytkownika umiejszczającego opinię.