The Natural Language Processing Workshop: Confidently design and build your own NLP projects with this easy-to-understand practical guide
bMake NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data/bh4Key Features/h4ulliGet familiar with key natural language processing (NLP) concepts and terminology/liliExplore the functionalities and features of popular NLP tools/lil...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham
Packt Publishing Limited
2020
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| Ausgabe: | 1 |
| Schlagworte: | |
| Zusammenfassung: | bMake NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data/bh4Key Features/h4ulliGet familiar with key natural language processing (NLP) concepts and terminology/liliExplore the functionalities and features of popular NLP tools/liliLearn how to use Python programming and third-party libraries to perform NLP tasks/li/ulh4Book Description/h4Do you want to learn how to communicate with computer systems using Natural Language Processing (NLP) techniques, or make a machine understand human sentiments? Do you want to build applications like Siri, Alexa, or chatbots, even if you've never done it before?With The Natural Language Processing Workshop, you can expect to make consistent progress as a beginner, and get up to speed in an interactive way, with the help of hands-on activities and fun exercises.The book starts with an introduction to NLP. You'll study different approaches to NLP tasks, and perform exercises in Python to understand the process of preparing datasets for NLP models. Next, you'll use advanced NLP algorithms and visualization techniques to collect datasets from open websites, and to summarize and generate random text from a document. In the final chapters, you'll use NLP to create a chatbot that detects positive or negative sentiment in text documents such as movie reviews.By the end of this book, you'll be equipped with the essential NLP tools and techniques you need to solve common business problems that involve processing text.h4What you will learn/h4ulliObtain, verify, clean and transform text data into a correct format for use/liliUse methods such as tokenization and stemming for text extraction/liliDevelop a classifier to classify comments in Wikipedia articles/liliCollect data from open websites with the help of web scraping/liliTrain a model to detect topics in a set of documents using topic modeling/liliDiscover techniques to represent text as word and document vectors/li/ulh4Who this book is for/h4This book is for beginner to mid-level data scientists, machine learning developers, and NLP enthusiasts. |
| Beschreibung: | 1 Online-Ressource (452 Seiten) |
| ISBN: | 9781800200807 |
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| spelling | Chopra, Rohan Verfasser aut The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide Chopra, Rohan 1 Birmingham Packt Publishing Limited 2020 1 Online-Ressource (452 Seiten) txt rdacontent c rdamedia cr rdacarrier bMake NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data/bh4Key Features/h4ulliGet familiar with key natural language processing (NLP) concepts and terminology/liliExplore the functionalities and features of popular NLP tools/liliLearn how to use Python programming and third-party libraries to perform NLP tasks/li/ulh4Book Description/h4Do you want to learn how to communicate with computer systems using Natural Language Processing (NLP) techniques, or make a machine understand human sentiments? Do you want to build applications like Siri, Alexa, or chatbots, even if you've never done it before?With The Natural Language Processing Workshop, you can expect to make consistent progress as a beginner, and get up to speed in an interactive way, with the help of hands-on activities and fun exercises.The book starts with an introduction to NLP. You'll study different approaches to NLP tasks, and perform exercises in Python to understand the process of preparing datasets for NLP models. Next, you'll use advanced NLP algorithms and visualization techniques to collect datasets from open websites, and to summarize and generate random text from a document. In the final chapters, you'll use NLP to create a chatbot that detects positive or negative sentiment in text documents such as movie reviews.By the end of this book, you'll be equipped with the essential NLP tools and techniques you need to solve common business problems that involve processing text.h4What you will learn/h4ulliObtain, verify, clean and transform text data into a correct format for use/liliUse methods such as tokenization and stemming for text extraction/liliDevelop a classifier to classify comments in Wikipedia articles/liliCollect data from open websites with the help of web scraping/liliTrain a model to detect topics in a set of documents using topic modeling/liliDiscover techniques to represent text as word and document vectors/li/ulh4Who this book is for/h4This book is for beginner to mid-level data scientists, machine learning developers, and NLP enthusiasts. COMPUTERS / Natural Language Processing COMPUTERS / Intelligence (AI) & Semantics Godbole, Aniruddha M. Sonstige oth Sadvilkar, Nipun Sonstige oth Shah, Muzaffar Bashir Sonstige oth |
| spellingShingle | Chopra, Rohan The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide COMPUTERS / Natural Language Processing COMPUTERS / Intelligence (AI) & Semantics |
| title | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide |
| title_auth | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide |
| title_exact_search | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide |
| title_exact_search_txtP | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide |
| title_full | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide Chopra, Rohan |
| title_fullStr | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide Chopra, Rohan |
| title_full_unstemmed | The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide Chopra, Rohan |
| title_short | The Natural Language Processing Workshop |
| title_sort | the natural language processing workshop confidently design and build your own nlp projects with this easy to understand practical guide |
| title_sub | Confidently design and build your own NLP projects with this easy-to-understand practical guide |
| topic | COMPUTERS / Natural Language Processing COMPUTERS / Intelligence (AI) & Semantics |
| topic_facet | COMPUTERS / Natural Language Processing COMPUTERS / Intelligence (AI) & Semantics |
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