Mastering Text Analytics
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Mastering Text Analytics
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Author : Shailendra Kadre
language : en
Publisher: Springer Nature
Release Date : 2025-08-26
Mastering Text Analytics written by Shailendra Kadre and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-26 with Computers categories.
This book is a comprehensive guide to mastering Natural Language Processing (NLP), a rapidly growing field in AI-powered text and data analytics. It equips you with tools and techniques to extract valuable insights from both structured and unstructured data, enabling you to uncover insights beyond the reach of traditional data analysis methods and stay competitive in this evolving domain. The book starts with foundational concepts, such as collecting and extracting data for NLP projects, before progressing to advanced topics like applications of transfer learning in NLP and Large Language Models (LLMs). Each chapter emphasizes real-world applications and includes practical case studies to ensure the knowledge is immediately applicable. Throughout the book, readers will find Python code demonstrations, hands-on projects, and detailed explanations of key concepts. Special features include business use cases from industries like healthcare and customer service, practice exercises to reinforce learning, and explorations of emerging NLP technologies. These elements make the book not only informative but also highly engaging and interactive. By the end of the book, the reader will have a solid foundation in Generative AI techniques to apply them to complex challenges. Whether you’re a budding data scientist or a seasoned professional, this guide will help you harness the power of AI-driven text and data analytics effectively. What you will learn: Understand NLP with easy-to-follow explanations, examples, and Python implementations. Explore techniques such as transformers, word embeddings, and pragmatic analysis in real-world contexts. Work with real-world datasets and apply pre-processing, tokenization, and text extraction using NLP libraries. How to build complete NLP pipelines from data collection to model implementation, including sentiment analysis and chatbots. Learn state-of-the-art methods like deep learning techniques in NLP, large language models (LLMs), and zero-shot learning in NLP. Who this book is for: This book is tailored for data scientists, machine learning engineers, AI practitioners, and software developers seeking to learn NLP techniques and apply them to solve problems.
Mastering Text Classification
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Author : Mourad Abbas
language : en
Publisher:
Release Date : 2025
Mastering Text Classification written by Mourad Abbas and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with categories.
Mastering Text Mining With R
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Author : Ashish Kumar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-12-28
Mastering Text Mining With R written by Ashish Kumar and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-28 with Computers categories.
Master text-taming techniques and build effective text-processing applications with R About This Book Develop all the relevant skills for building text-mining apps with R with this easy-to-follow guide Gain in-depth understanding of the text mining process with lucid implementation in the R language Example-rich guide that lets you gain high-quality information from text data Who This Book Is For If you are an R programmer, analyst, or data scientist who wants to gain experience in performing text data mining and analytics with R, then this book is for you. Exposure to working with statistical methods and language processing would be helpful. What You Will Learn Get acquainted with some of the highly efficient R packages such as OpenNLP and RWeka to perform various steps in the text mining process Access and manipulate data from different sources such as JSON and HTTP Process text using regular expressions Get to know the different approaches of tagging texts, such as POS tagging, to get started with text analysis Explore different dimensionality reduction techniques, such as Principal Component Analysis (PCA), and understand its implementation in R Discover the underlying themes or topics that are present in an unstructured collection of documents, using common topic models such as Latent Dirichlet Allocation (LDA) Build a baseline sentence completing application Perform entity extraction and named entity recognition using R In Detail Text Mining (or text data mining or text analytics) is the process of extracting useful and high-quality information from text by devising patterns and trends. R provides an extensive ecosystem to mine text through its many frameworks and packages. Starting with basic information about the statistics concepts used in text mining, this book will teach you how to access, cleanse, and process text using the R language and will equip you with the tools and the associated knowledge about different tagging, chunking, and entailment approaches and their usage in natural language processing. Moving on, this book will teach you different dimensionality reduction techniques and their implementation in R. Next, we will cover pattern recognition in text data utilizing classification mechanisms, perform entity recognition, and develop an ontology learning framework. By the end of the book, you will develop a practical application from the concepts learned, and will understand how text mining can be leveraged to analyze the massively available data on social media. Style and approach This book takes a hands-on, example-driven approach to the text mining process with lucid implementation in R.
Mastering Legal Analysis And Communication
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Author : David T. Ritchie
language : en
Publisher:
Release Date : 2008
Mastering Legal Analysis And Communication written by David T. Ritchie and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Law categories.
Mastering Legal Analysis and Communication is designed to help novices navigate the often difficult task of learning new ways of thinking and communicating. Law schools employ methodologies and pedagogical paradigms that law students find mystifying and hard to comprehend. This book aims to explain how these methodologies and paradigms function, why they are used, and what they are meant to accomplish. The topics covered range from the basic concepts of understanding what law is and what "thinking like a lawyer" means, to making sense out of the structural paradigms of legal writing and rhetoric. Mastering Legal Analysis and Communication will serve as a useful guide for students as they undertake their studies in both their casebook and practical skills courses. In fact, the themes discussed and explanations offered will help students better see that the analytical and communication skills utilized in all their classes fall upon the same continuum of professional competence. As such, this book is a vital reference work for students as they try to make sense of their law school studies in a more comprehensive and connected way. Mastering Legal Analysis and Communication is designed to help novices navigate the often difficult task of learning new ways of thinking and communicating. Law schools employ methodologies and pedagogical paradigms that law students find mystifying and hard to comprehend. This book aims to explain how these methodologies and paradigms function, why they are used, and what they are meant to accomplish. The topics covered range from the basic concepts of understanding what law is and what "thinking like a lawyer" means, to making sense out of the structural paradigms of legal writing and rhetoric. Mastering Legal Analysis and Communication will serve as a useful guide for students as they undertake their studies in both their casebook and practical skills courses. In fact, the themes discussed and explanations offered will help students better see that the analytical and communication skills utilized in all their classes fall upon the same continuum of professional competence. As such, this book is a vital reference work for students as they try to make sense of their law school studies in a more comprehensive and connected way.
The Student Volunteer
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Author :
language : en
Publisher:
Release Date : 1898
The Student Volunteer written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1898 with College students in missionary work categories.
Master Competitive Analytics With Oracle Endeca Information Discovery
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Author : Helen Sun
language : en
Publisher: McGraw Hill Professional
Release Date : 2014-09-24
Master Competitive Analytics With Oracle Endeca Information Discovery written by Helen Sun and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-24 with Computers categories.
Oracle Endeca Information Discovery Best Practices Maximize the powerful capabilities of this self-service enterprise data discovery platform. Master Competitive Analytics with Oracle Endeca Information Discovery reveals how to unlock insights from any type of data, regardless of structure. The first part of the book is a complete technical guide to the product's architecture, components, and implementation. The second part presents a comprehensive collection of business analytics use cases in various industries, including financial services, healthcare, research, manufacturing, retail, consumer packaged goods, and public sector. Step-by-step instructions on implementing some of these use cases are included in this Oracle Press book. Install and manage Oracle Endeca Server Design Oracle Endeca Information Discovery Studio visualizations to facilitate user-driven data exploration and discovery Enable enterprise-driven data exploration with Oracle Endeca Information Discovery Integrator Develop and implement a fraud detection and analysis application Build a healthcare correlation application that integrates claims, patient, and operations analysis; partners; clinical research; and remote monitoring Use an enterprise architecture approach to incrementally establish big data and analytical capabilities
Mastering Excel 97
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Author : Thomas Chester
language : en
Publisher: Sybex
Release Date : 1997
Mastering Excel 97 written by Thomas Chester and has been published by Sybex this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.
This most accurate Excel book available includes new chapters on issues such as charting, pivot tables and macros. More than 60 easy-to-find sidebar boxes offer insider tips on more advanced information on complex tasks and features
Mastering Autocad 2015 And Autocad Lt 2015
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Author : George Omura
language : en
Publisher: John Wiley & Sons
Release Date : 2014-05-27
Mastering Autocad 2015 And Autocad Lt 2015 written by George Omura and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-27 with Computers categories.
The ultimate reference and tutorial for AutoCAD software This Autodesk Official Press book employs concise explanations, focused examples, step-by-step instructions, and hands-on projects to help you master both AutoCAD and AutoCAD LT. This detailed guide works well as both a tutorial and stand-alone reference, and is the perfect resource regardless of your level of expertise. Part I introduces the basics of the interface and drafting tools Part II moves into such intermediate skills as effectively using hatches, fields, and tables Part III details such advanced skills as attributes, dynamic blocks, drawing curves and solid fills Part IV explores 3D modeling and imaging Part V discusses customization and integration The supporting website includes all the project files necessary for the tutorials as well as video tutorials and other bonus content.
Systemic Functional Linguistics And Literary Analysis
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Author : Nina Nørgaard
language : en
Publisher:
Release Date : 2003
Systemic Functional Linguistics And Literary Analysis written by Nina Nørgaard and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Criticism categories.
Lyrical Analysis
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Author : Angelyn Spignesi
language : en
Publisher:
Release Date : 1990
Lyrical Analysis written by Angelyn Spignesi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Literary Criticism categories.
A lyrical analysis of Jane Eyre and a study of literature, feminism, and psychoanalysis.