Items related to Text Mining with R: Unlocking Meaning in Unstructured...
Synopsis
In the age of information overload, text is everywhere—from tweets and product reviews to scientific publications and policy documents. Text Mining with R is a comprehensive, modern, and hands-on guide for exploring, analyzing, and modeling unstructured textual data using the R programming language. Written in clear, narrative-driven prose, this book demystifies the process of extracting meaning from text through a blend of theory, implementation, and practical case studies.
Built on the foundations of the tidyverse, this book introduces readers to the power of the tidytext, textrecipes, quanteda, text2vec, and stm packages, as well as supervised learning techniques using tidymodels. From simple sentiment analysis to topic modeling, word embeddings, and building multilingual NLP pipelines, the book guides both beginners and advanced users through essential concepts in natural language processing (NLP).
Going beyond academic theory, Text Mining with R addresses real-world concerns: ethical text mining, bias in lexicons and models, and the interpretability of machine-learned text classifiers. Whether you’re a data scientist, social scientist, journalist, or developer, this book equips you with the knowledge and tools to turn raw text into insights.
"synopsis" may belong to another edition of this title.
Search results for Text Mining with R: Unlocking Meaning in Unstructured...
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 51026587-n
Quantity: Over 20 available
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Print on DemandSeller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # I-9798296430861
Quantity: Over 20 available
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 51026587
Quantity: Over 20 available
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Seller: Best Price, Torrance, CA, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. SUPER FAST SHIPPING. Seller Inventory # 9798296430861
Quantity: 2 available
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 51026587
Quantity: Over 20 available
Stock Image
Text Mining with R: Unlocking Meaning in Unstructured Data
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 51026587-n
Quantity: Over 20 available
Stock Image
Text Mining with R (Paperback)
Seller: CitiRetail, Stevenage, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. In the age of information overload, text is everywhere-from tweets and product reviews to scientific publications and policy documents. Text Mining with R is a comprehensive, modern, and hands-on guide for exploring, analyzing, and modeling unstructured textual data using the R programming language. Written in clear, narrative-driven prose, this book demystifies the process of extracting meaning from text through a blend of theory, implementation, and practical case studies.Built on the foundations of the tidyverse, this book introduces readers to the power of the tidytext, textrecipes, quanteda, text2vec, and stm packages, as well as supervised learning techniques using tidymodels. From simple sentiment analysis to topic modeling, word embeddings, and building multilingual NLP pipelines, the book guides both beginners and advanced users through essential concepts in natural language processing (NLP).Going beyond academic theory, Text Mining with R addresses real-world concerns: ethical text mining, bias in lexicons and models, and the interpretability of machine-learned text classifiers. Whether you're a data scientist, social scientist, journalist, or developer, this book equips you with the knowledge and tools to turn raw text into insights. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9798296430861
Quantity: 1 available