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Natural Language Processing: Python and NLTK
English | 2016 | ASIN: B01MROO3VA | 704 pages | EPUB (True) | 11.11 MB
Learn to build expert NLP and machine learning projects using NLTK and other Python libraries

About This Book
Break text down into its component parts for spelling correction, feature extraction, and phrase transformation
Work through NLP concepts with simple and easy-to-follow programming recipes
Gain insights into the current and budding research topics of NLP
Who This Book Is For
If you are an NLP or machine learning enthusiast and an intermediate Python programmer who wants to quickly master NLTK for natural language processing, then this Learning Path will do you a lot of good. Students of linguistics and semantic/sentiment analysis professionals will find it invaluable.
What You Will Learn
The scope of natural language complexity and how they are processed by machines
Clean and wrangle text using tokenization and chunking to help you process data better
Tokenize text into sentences and sentences into words
Classify text and perform sentiment analysis
Implement string matching algorithms and normalization techniques
Understand and implement the concepts of information retrieval and text summarization
Find out how to implement various NLP tasks in Python
In Detail
Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of human-computer interaction instances are increasing so it's becoming imperative that computers comprehend all major natural languages.
The first NLTK Essentials module is an introduction on how to build systems around NLP, with a focus on how to create a customized tokenizer and parser from scratch. You will learn essential concepts of NLP, be given practical insight into open source tool and libraries available in Python, shown how to analyze social media sites, and be given tools to deal with large scale text. This module also provides a workaround using some of the amazing capabilities of Python libraries such as NLTK, scikit-learn, pandas, and NumPy.
The second Python 3 Text Processing with NLTK 3 Cookbook module teaches you the essential techniques of text and language processing with simple, straightforward examples. This includes organizing text corpora, creating your own custom corpus, text classification with a focus on sentiment analysis, and distributed text processing methods.
The third Mastering Natural Language Processing with Python module will help you become an expert and assist you in creating your own NLP projects using NLTK. You will be guided through model development with machine learning tools, shown how to create training data, and given insight into the best practices for designing and building NLP-based applications using Python.
This Learning Path combines some of the best that Packt has to offer in one complete, curated package and is designed to help you quickly learn text processing with Python and NLTK. It includes content from the following Packt products:
NTLK essentials by Nitin Hardeniya
Python 3 Text Processing with NLTK 3 Cookbook by Jacob Perkins
Mastering Natural Language Processing with Python by Deepti Chopra, Nisheeth Joshi, and Iti Mathur

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[booksz]

Natural Language Processing with NLTK: Definitive Reference for Developers and Engineers
English | 2025 | ASIN: B0FD92NZTJ | 279 pages | EPUB (True) | 2.65 MB
"Natural Language Processing with NLTK"

"Natural Language Processing with NLTK" is an essential resource for professionals and researchers seeking an in-depth, practical guide to modern language technologies in Python. The book navigates the full spectrum of NLP, beginning with the foundations of the field, the evolution of computational linguistics, and the architectural design of NLTK, the leading open-source Python library for natural language processing. Readers are guided through sophisticated environment setup, optimization techniques, and an advanced understanding of NLTK's extensible framework, ensuring a robust footing to tackle even the most complex text workloads.
Each chapter delves into the essential components of real-world NLP pipelines: from nuanced tokenization and adaptable preprocessing strategies to sophisticated morphological analysis, multilingual part-of-speech tagging, and custom text normalization workflows. The volume offers comprehensive insights into syntactic parsing, grammatical engineering, semantic analysis-inclusive of advanced WordNet queries, word sense disambiguation, contextual embeddings, and semantic role labeling-culminating with practical methodologies for information extraction, named entity recognition, and coreference resolution. The integration of machine learning is thoroughly explored, bridging classical models with contemporary deep learning frameworks, and equipping practitioners with proven strategies for feature engineering, classification, topic modeling, and ensemble learning.
Moving beyond implementation, the book addresses the non-technical dimensions of NLP, such as deployment at scale, API and microservices design, effective monitoring, and model lifecycle management. The final chapters cast a vision for future research, emphasizing ethical AI, explainability, fairness, and the unique challenges posed by low-resource and multilingual settings. With its blend of theoretical rigor and production-focused practicality, "Natural Language Processing with NLTK" stands as an authoritative guide for developing robust, ethical, and scalable NLP solutions in today's fast-evolving landscape.

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Arun Pratap Mishra, "Natural Resource Monitoring, Planning and Management Based on Advanced Programming "
English | ISBN: 9819728789 | 2024 | 338 pages | EPUB | 136 MB
This book focuses on cloud-based platforms, advanced programming, machine learning models and programming approaches to assess water and other natural resources, flood impact, land use land cover (LULC), global forest change, global forest canopy height and pantropical nation-level carbon stock, among other areas. Sustainable management of natural resources is urgently needed, given the immense anthropogenic pressure on the environment and the accelerated change in climatic conditions of the earth; therefore, the ability to monitor natural resources precisely and accurately is increasingly important. To meet this demand, new and advanced remote sensing tools and techniques are continually being developed to monitor and manage natural resources effectively. Remote sensing platforms use various sensors to record, measure and monitor even minor variations in the earth's surface features as well as atmospheric constituents.

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Ayad M. Fadhil Al-Quraishi, "Natural Resources Deterioration in MENA Region: Land Degradation, Soil Erosion, and Desertification "
English | ISBN: 3031583140 | 2024 | 331 pages | EPUB | 131 MB
Land deterioration, drought, desertification, and water resources shrinkage threaten natural resources, negatively impacting environmental, economic, and political stability. The increasing occurrence of climate change (extremes) impacts land degradation processes, soil erosion by water and wind, and salinization. The researchers have invested several years of scientific research in natural resources deterioration, including soil degradation and erosion, land degradation, desertification, and climate changes, which are interesting enough. However, the link between science and policymaking appears to be less active as serious actions do not take fast. The eighteen chapters of this book focus more on topics related to natural resources deterioration, such as land degradation, desertification, drought, climate change, and analysis of numerous case studies.

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Navigating Nationality: Exploring the Role and Uses of National Self-Description for Zimbabwean Migrants in South Africa
by Johannes Kögel
English | 2024 | ISBN: 3658438495 | 464 Pages | True ePUB | 0.64 MB

In recounting their migration journey, references to nationality pervade the narratives of Zimbabweans in South Africa. Given the challenges many migrants confront based on their nationality, this presents a seeming paradox. This qualitative interview study, conducted with Zimbabwean migrants in two areas of Cape Town-Observatory and Dunoon-aims to elucidate the nuances of national self-descriptions in a demanding environment. Identifying as Zimbabwean serves as a sanctuary and a retreat, where alternative identifications often prove transient; embracing Zimbabweanness fosters an affirmative and positive self-perception, surpassing the limitations of other collective self-descriptions. Rather than pre-emptively characterizing a nationalist demeanour, the articulation of national self-description emerges as a strategic tool to navigate experiences of hostility and discrimination, while also asserting legitimate claims to equal opportunities. In this way, nationality takes a trajectory that diverges from conventional notions of nationality (and the ones of the nation-state or citizenship) as per Northern theory, contributing to alternative conceptualizations within the framework of the Global South.

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Navigating Religious Authority in Muslim Societies: Islamist Movements and the Challenge of Globalisation
by Asif Mohiuddin
English | 2023 | ISBN: 3031448243 | 291 Pages | True ePUB | 0.47 MB

Globalisation stands as an indispensable lens through which to analyse current cultural, political, and social transformations. This prevailing paradigm, acknowledged by its advocates and critics, profoundly shapes our environment. Within this global landscape, Islam's position is noteworthy―often perceived as rejecting globalisation and its secular underpinnings. This book offers a perspective of the global resurgence of religion in general and the revival of Islam in particular as crucial features of globalisation. Furthermore, the book deeply explores how Islamist groups strategically challenge religious authority, utilising social media and the internet to reshape their spheres of influence. By exploring these dynamics, the book aims to provide comprehensive insights into the interplay between Islamist strategies, digital platforms, and religious institutions within our interconnected world.

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Bahaaeddin Alareeni, "Navigating the Technological Tide: The Evolution and Challenges of Business Model Innovation: Proceedings of the Interna"
English | ISBN: 3031674332 | 2024 | 585 pages | EPUB | 45 MB
In an era defined by technological breakthroughs such as AI, blockchain, and IoT, this book offers a fresh and practical approach to Business Model Innovation (BMI). It delves into how technological advancements drive new business models and enhance operational efficiency, providing actionable insights and real-world examples for business leaders, strategists, operations managers, entrepreneurs, and students in business and technology disciplines. Encouraging diverse research methods, including theoretical, empirical, and multimethod studies, it welcomes manuscripts with clear managerial or policy implications. Aimed at students, scholars, researchers, professionals, executives, government agencies, and policymakers, this book equips readers with tools to succeed in today's dynamic business environment and supports multidisciplinary research to advance innovation management practices.

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Neo4j: Der definitive Leitfaden
Deutsch | 2025 | ISBN: 9798341664791 | 508 Pages | EPUB | 29 MB
Willst du die Leistung von Cypher-Abfragen verbessern oder lernen, wie man Graphen modelliert, um Geschäftsanwendungen zu unterstützen? Eine Graphdatenbank wie Neo4j kann dabei helfen. Tatsächlich nutzen viele Unternehmen Neo4j, um ihre geschäftskritischen Anwendungen zu unterstützen. Dieses Buch bietet praktische und prägnante Anleitungen, wie und wann Neo4j erfolgreich in Architekturen eingesetzt werden kann.

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Neo4j: The Definitive Guide: Hands-On Recipes for Production Ready Graph Implementations
English | 2025 | ISBN: 1098165659 | 472 Pages | EPUB | 28 MB
Looking to improve the performance of Cypher queries or learn how to model graphs to support business use cases? A graph database like Neo4j can help. In fact, many enterprises are leveraging Neo4j to power their business-critical applications. This book offers practical and concise recipes on how and when to successfully leverage Neo4j into architectures.

Authors Christophe Willemsen and Luanne Misquitta walk you through typical Neo4j implementation strategies from proof of concept to iterative improvements and, finally, to production readiness and beyond. By the end of this book, you should understand how to:
Make practical decisions in the proof of concept stage to maximize value
Revisit and revise your decisions when transitioning to production
Configure and implement observability features for in-production data graphs
Integrate graph databases into existing enterprise architectures

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Neopragmatism - Inverse Landscape - (Carto)graphic Representation: From Critique to Further Development
English | 2025 | ISBN: 3031894014 | 224 Pages | PDF EPUB (True) | 16 MB
Landscape appears stable and consistent. At least, this is a common perception of landscape. This view ignores the contingency of landscape, which is evident in the past and future as well as in the present and not just in relation to the physical spaces into which 'landscape' is projected but also in relation to social constructions and individual experience. The contingency of landscape becomes clear in inverse landscapes, which illustrate states and processes that are not impossible, but also not requisite. In this way, inverse landscapes form a tool for operationalizing the neopragmatist idea of expanding contingency. The concept of inverse landscape is subjected to criticism in various ways, from internal criticism to metatheoretical criticism to life-related pragmatic criticism. This critique is performed from an interdisciplinary perspective. The aim of this book is to further develop the concept, both regarding a more differentiated understanding of the contingency of landscape and also concerning the question of how it can help to solve practical problems in the context of 'landscape'.

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Nerves: Anatomy, Exposures, and Techniques
English | 2025 | ISBN: 3031739302 | 420 Pages | EPUB (True) | 448 MB
Anatomy and Exposures of Spinal Nerves, first edition was published in 2015. This book is a comprehensive illustrated surgical guide to operative exposures of nerves. Each chapter is devoted to a particular nerve and describes its origin, anatomical relations and variabilities, branches, surgical approaches, and clinical significance. The text is concise and easy to read, complemented by informative color photos from dissections and surgical procedures. Importantly, this book is accompanied by videos of different approaches. The book will be especially valuable for residents and fellows in training and candidates for oral board and maintenance of certification (MOC) examinations. It is also designed to provide a quick illustrated review for surgeons unfamiliar with a procedure. It should take less than 10 minutes to review each approach, including watching the video.

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[booksz]

Network Automation Cookbook - Second Edition
English | 2025 | ISBN: 9781835887981 | 90 Pages | EPUB | 0.5 MB
Network Automation Cookbook, now in its second edition, is your essential guide to building robust network automation workflows across modern hybrid infrastructures. Building on the foundation laid in the first edition, this version dives deeper into Ansible's role in automating network infrastructure, expanding coverage to include modern use cases across enterprise and cloud networks.

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Zhaoquan Gu, "Network Simulation and Evaluation: Second International Conference, NSE 2023, Shenzhen, China, November 22-24, 2023, Pro"
English | ISBN: 9819745217 | 2024 | 462 pages | EPUB | 39 MB
This book constitutes the refereed proceedings of the Second International Conference on Network Simulation and Evaluation, NSE 2023, held in Shenzhen, China in November 2023.

The 52 full papers presented in this two volume set were carefully reviewed and selected from 72 submissions. The papers are organized in the following topical sections:
CCIS 2063: Cybersecurity Attack and Defense, Cybersecurity Future Trends, Cybersecurity Infrastructure, Cybersecurity Systems and Applications.
CCIS 2064: Cybersecurity Threat Research, Design and Cybersecurity for IoT Systems, Intelligent Cyber Attack and Defense, Secure IoT Networks and Blockchain-Enabled Solutions, Test and Evaluation for Cybersecurity, Threat Detection and Defense.
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Alexander Guda, "Networked Control Systems for Connected and Automated Vehicles: Volume 1 "
English | ISBN: 3031110579 | | pages | EPUB | 223 MB
This book is a collection of the latest research findings in such areas as networked multi-agent systems, co-design of communication and control, distributed control strategies that can cope with asynchrony between local loops, event-triggered control, modelling of network infrastructure, novel concepts of distributed control for networked and cyber-physical systems. The book contains the result of the latest research in the field of communication and control system design to support networked control systems with stringent real-time requirements. It introduces readers to research in the field of joint design of the control and communication protocol and presents the latest developments in the area of novel optimal control and scheduling designs under resource constraints.

The book also covers the issues of creating emerging information and communication technologies for traffic estimation and control, connected and autonomous technology applications and modelling for commercial and shared vehicle operations.
The reader will find information on emerging cyber-physical systems, networked multi-agent systems, large-scale distributed energy systems, as well as on real-time systems, safety and security systems.
A significant block of studies is devoted to the topic of transitions towards electrification and automation of vehicles. Modern concepts of road infrastructure construction are described in detail in the presented research papers.
Automotive industry professionals will be particularly interested in the sections on the novel mechanisms for medium access in multi-hop wireless networks with real-time requirements, optimal layering architecture and co-design for wireless communication. The book will be incredibly interesting for researchers interested in human-digital interfaces, industrial Internet of Things, artificial intelligence and machine learning.
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Biao Luo, "Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Procee"
English | ISBN: 981998078X | 2024 | 620 pages | EPUB | 74 MB
The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023.

The 652 papers presented in the proceedings set were carefully reviewed and selected from 1274 submissions. They focus on theory and algorithms, cognitive neurosciences; human centred computing; applications in neuroscience, neural networks, deep learning, and related fields.

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