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Python Natural Language Processing Cookbook:
Over 60 recipes for building powerful NLP solutions using Python and LLM libraries
English | 2024 | ISBN: 1803245743 | 397 Pages | PDF | 6 MB
Harness the power of Natural Language Processing to overcome real-world text analysis challenges with this recipe-based roadmap written by two seasoned NLP experts with vast experience transforming various industries with their NLP prowess.
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Monique Hennink, "Qualitative Research Methods"
English | ISBN: 1473903912 | 2020 | 376 pages | EPUB | 7 MB
Practical and straightforward, this book is a multidisciplinary introduction to the process of planning, conducting and analysing qualitative research, from selecting appropriate methods to publishing your findings. Built around the authors' Qualitative Research Cycle - consisting of the design, data collection and analytic cycles - this pragmatic guide clearly demonstrates the steps you need to take to ensure your research is rigorous and robust.
Drawing on decades of experience teaching workshops, the book is packed with techniques and tools to help you turn theory and method into research practice. This second edition:
Showcases the importance of linking research design to data analysis, helping you avoid potential pitfalls and get the most out of your data
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Quantitative Investment Analysis (CFA Institute Investment Series) by CFA Institute
English | September 16, 2020 | ISBN: 1119743621 | 944 pages | MOBI | 14 Mb
Whether you are a novice investor or an experienced practitioner, Quantitative Investment Analysis, 4th Edition has something for you.
Part of the CFA Institute Investment Series, this authoritative guide is relevant the world over and will facilitate your mastery of quantitative methods and their application in todays investment process. This updated edition provides all the statistical tools and latest information you need to be a confident and knowledgeable investor. This edition expands coverage of Machine Learning algorithms and the role of Big Data in an investment context along with capstone chapters in applying these techniques to factor modeling, risk management and backtesting and simulation in investment strategies.
The authors go to great lengths to ensure an even treatment of subject matter, consistency of mathematical notation, and continuity of topic coverage that is critical to the learning process. Well suited for motivated individuals who learn on their own, as well as a general reference, this complete resource delivers clear, example-driven coverage of a wide range of quantitative methods. Inside you'll find:Learning outcome statements (LOS) specifying the objective of each chapterA diverse variety of investment-oriented examples both aligned with the LOS and reflecting the realities of todays investment worldA wealth of practice problems, charts, tables, and graphs to clarify and reinforce the concepts and tools of quantitative investment managementYou can choose to sharpen your skills by furthering your hands-on experience in the Quantitative Investment Analysis Workbook, 4th Edition (sold separately)―an essential guide containing learning outcomes and summary overview sections, along with challenging problems and solutions.
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Quantum Mechanics and Avant-Garde Music: Shadows of the Void
English | 2024 | ISBN: 3031631609 | 425 Pages | PDF EPUB (True) | 113 MB
Have you ever wondered about the connection between Pauli's exclusion principle and Schoenberg's dodecaphony? Or the symphonic echoes of Heisenberg's uncertainty principle in the compositions of Stockhausen and Cage? This book not only poses these questions but skillfully uncovers the artistic answers, exploring interdisciplinary connections that bridge the gap between modern physics and contemporary music. Dive into philosophical discourses on time, witness the metamorphosis of Boolean algebra, bits, and qubits into musical notation, and discover the limitations of the 12-tone scale mirrored in the speed of light. The author's unique methodology offers a fresh perspective, linking the language of mathematics and physics to the creation of musical scores.
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Naser Mahdavi Tabatabaei, "Reactive Power Control in AC Power Systems: Fundamentals and Current Issues"
English | ISBN: 3319511173 | 2017 | 670 pages | EPUB | 15 MB
This textbook explores reactive power control and voltage stability and explains how they relate to different forms of power generation and transmission. Bringing together international experts in this field, it includes chapters on electric power analysis, design and operational strategies. The book explains fundamental concepts before moving on to report on the latest theoretical findings in reactive power control, including case studies and advice on practical implementation students can use to design their own research projects.
Featuring numerous worked-out examples, problems and solutions, as well as over 400 illustrations, Reactive Power Control in AC Power Systems offers an essential textbook for postgraduate students in electrical power engineering. It offers practical advice on implementing the methods discussed in the book using MATLAB and DIgSILENT, and the relevant program files are available at extras.springer.com.
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Maureen E. Kenny, "Realizing Social Justice: The Challenge of Preventive Interventions"
English | ISBN: 1433804115 | 2009 | 328 pages | PDF | 18 MB
This volume seeks to advance interest and knowledge in prevention by presenting a renewed vision suited to the needs of the U.S. population. The book emphasises the potential of prevention to promote positive development across the lifespan and to foster social justice.
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Recent Advances in Ready-to-Eat Food Technology
by Mishra, Hari Niwas, Kumar, Pradyuman, Singh, Ajay
English | 2025 | ISBN: 1032607785 | 289 pages | True PDF EPUB | 42.14 MB
Ready-to-Eat (RTE) describes foods that need not be cooked, reheated, or otherwise prepared before consuming them. Recent Advances in Ready-to-Eat Food Technology covers all the aspects of RTE from statistics, method of production, mechanization, thermal and non-thermal processing, gluten-free, consumer behavior, control of foodborne illness and hygiene, packaging requirements, and improved functionalization to application of nanotechnology. Key Features: * Covers the development of ready-to-eat products from meat, cereal, fruits, vegetables, dairy, and pulses * Provides a global review of labeling and packaging for ready-to-eat products * Discusses hygienic design and safety in the production and consumption, with an emphasis on pathogenicity issues Written by a team of well-recognized researchers who present the latest advances in RTE food product development, this book is of interest to industry professionals and academicians as well as to undergraduate students and postgraduate researchers.
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William L. Marshall, "Rehabilitating Sexual Offenders: A Strength-Based Approach "
English | ISBN: 1433809427 | 2011 | 260 pages | PDF | 3 MB
Over the past 40 years, William L. Marshall and colleagues have developed and refined a motivational, strength-based approach emphasizing warmth, empathy, and support for the sexual offenders.
This book presents the evolution and distinctive features of Marshall's positive approach to treating offenders. The first five chapters review research and theory on sexual offender treatment, including assessment, procedural factors, personal and interpersonal factors (such as therapist features, therapeutic alliance, and group climate), problems with common cognitive behavioral approaches, and evaluation of treatment programs. The last three chapters describe three treatment programs developed by Marshall and colleagues for the Canadian prison system.
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Dr. C. Steven Richards PhD, "Relapse Prevention for Depression"
English | ISBN: 1433807289 | 2010 | 296 pages | PDF | 3 MB
This book summarizes recent progress regarding the theory, research, and practice of relapse prevention for depression. Part I discusses individual risk correlates and predictors for depression relapse and recurrence. Part II discusses the four treatments with the most empirical support for preventing depressive relapse: cognitive behavior therapy, interpersonal therapy, problem-solving therapy, and pharmacotherapy. Finally, Part III discusses relapse prevention in five key populations with an elevated risk for relapse: older adults, suicidal individuals, individuals with chronic medical illness, individuals with substance use disorders, and individuals with marital distress. The book concludes with an epilogue listing the editors' top ten guidelines for practitioners.
With a heavy emphasis on implications for practice, this book will appeal to therapists and other health care workers, as well as depression researchers and graduate course instructors.
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Judith V. Jordan PhD, "Relational-Cultural Therapy "
English | ISBN: 143382826X | 2017 | 190 pages | EPUB, PDF | 319 KB + 1322 KB
In this second edition of Relational-Cultural Therapy, Judith V. Jordan returns to explore the history, theory, and practice of relationship centered, culturally oriented psychotherapy.
Western psychological theories generally depict human development as moving from dependence to independence. In contrast, RCT is built on the premise that, throughout the lifespan, human beings grow through and toward connection, and that we need connections to flourish. This theory views isolation, at both individual and cultural levels, as a major source of suffering. The goal of the relational therapist is to deepen the therapeutic relationship and, ultimately, the client's relationships outside of therapy. The client's relational images-positive or negative expectations created by past relationships - influence current relationships, and a negative image can result in disconnections between people and society.
This essential primer, amply illustrated with case examples, is perfect for graduate students and seasoned practitioners alike. This new edition highlights new research on the effectiveness of RCT in a variety of real-world situations-such as developing team-building exercises in workplaces, and providing a theoretical frame for an E.U.-sponsored conference on human trafficking.
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Dr. Janet Jaffe PhD, "Reproductive Trauma: Psychotherapy With Infertility and Pregnancy Loss Clients"
English | ISBN: 1433808412 | 2010 | 275 pages | PDF | 3 MB
Written by specialists in the field of reproductive counseling, this volume will help clinicians to understand and effectively treat the unique needs of clients who have experienced adverse reproductive events, which include infertility, miscarriage, perinatal or newborn loss, and premature or other complicated births. Illustrated with numerous clinical examples, it will help mental health professionals gain both insight and clinical skill in working with this complex and growing clinical population.
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Ellen Gasparovic, Carlotta Domeniconi, "Research in Data Science"
English | 2019 | pages: 302 | ISBN: 3030115658 | PDF | 13,9 mb
This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and data science, this book addresses cutting edge problems in predictive modeling, multi-scale representation and feature selection, statistical and topological learning, and related areas. Contributions study topics such as the hubness phenomenon in high-dimensional spaces, the use of a heuristic framework for testing the multi-manifold hypothesis for high-dimensional data, the investigation of interdisciplinary approaches to multi-dimensional obstructive sleep apnea patient data, and the inference of a dyadic measure and its simplicial geometry from binary feature data. Based on the first Women in Data Science and Mathematics (WiSDM) Research Collaboration Workshop that took place in 2017 at the Institute for Compuational and Experimental Research in Mathematics (ICERM) in Providence, Rhode Island, this volume features submissions from several of the working groups as well as contributions from the wider community. The volume is suitable for researchers in data science in industry and academia.
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Dr David Buchanan, "Research with High-Risk Populations: Balancing Science, Ethics and Law"
English | ISBN: 1433804247 | 2009 | 256 pages | PDF | 16 MB
This title provides guidance to social scientists regarding their ethical and legal responsibilities to respond appropriately to threats of harm that may arise during the course of data collection.
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Retrieval-Augmented Generation for LLM Applications by
English | 2025 | ISBN: 9781098168254 | 250 pages | EPUB | 3.26 Mb
Bridge the gap between traditional information retrieval systems and innovative large language models (LLMs). With this comprehensive guide, data scientists, ML engineers, and ML/AI architects will explore the integration and mutual enhancement of information retrieval and LLMs. You'll focus on the applications of LLM and retrieval-augmented generation (RAG) technologies for information retrieval.
Authors Wendy Ran Wei, Ling Huang, and Jay Jianqiang Wang demonstrate how to enhance retrieval systems by incorporating external databases with LLMs. You'll begin with the basics of LLMs, information retrieval principles, and RAG's significant impact on information retrieval. You'll then delve into LLM evaluation, cutting-edge developments, and the integration of LLMs with enterprise data for sophisticated search, recommendation, and AI assistants solutions.
Understand the fundamental principles crucial for leveraging LLM and RAG in advanced search and information retrieval systems
Master RAG's intricacies and learn retrieval-based generative techniques for AI assistants
Learn evaluation methods for LLM and RAG, establish benchmarks for measuring accuracy and efficiency, and follow comprehensive guidelines for compliance
Create LLM and RAG-based search engine and recommendation systems for leveraging LLM model representations and RAG robust retrieval and ranking mechanisms
Develop customized AI assistants using pre-trained GPT models
Implement custom chatbots that interact with users to enhance customer support and task automation, and deliver personalized experiences
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ROBuST: RCOG Assisted Birth Simulation Training: Course Manual
English | 2024 | ISBN: 100901126X | 165 Pages | PDF | 3 MB
Assisted vaginal birth (AVB) remains a key aspect of respectful, effective care for women in labour. In trained hands, it is associated with better maternal and neonatal outcomes than the alternative of a caesarean section in late labour. Written to accompany the RCOG Assisted Birth Simulation Training (ROBuST) course, this book provides guidance on the only RCOG-approved, evidence-based techniques for when and how to perform AVB and complex caesarean sections. There are clear descriptions of techniques, plus photographs, diagrams and videos to improve learning. Internationally recognised contributors discuss all aspects of assisted birth, including vacuum and forceps-assisted birth; caesarean section at full dilatation; safe and effective practice of Kielland's forceps; and essential non-technical skills. This second edition includes chapters on providing care within the medico-legal context of modern obstetric practice and on exploring the worldwide trends in AVB. This remains a much-valued, and much-consulted, part of any accoucheur's library.
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School-Based Play Therapy, Second Edition By
2010 | 499 Pages | ISBN: 0470371404 | PDF | 4 MB
A thorough revision of the essential guide to using play therapy in schools Fully updated and revised, School-Based Play Therapy, Second Edition presents an A-to-Z guide for using play therapy in preschool and elementary school settings. Coedited by noted experts in the field, Athena Drewes and Charles Schaefer, the Second Edition offers school counselors, psychologists, social workers, and teachers the latest techniques in developing creative approaches to utilize the therapeutic powers of play in schools. The Second Edition includes coverage on how to implement a play therapy program in school settings; play-based prevention programs; individual play therapy approaches as well as group play; and play therapy with special populations, such as selectively mute, homeless, and autistic children. In addition, nine new chapters have been added with new material covering: Cognitive-behavioral play therapy Trauma-focused group work Training teachers to use play therapy Filled with illustrative case studies and ready-to-use practical techniques and suggestions, School-Based Play Therapy, Second Edition is an essential resource for all mental health professionals working in schools.Content: Chapter 1 The Therapeutic Powers of Play and Play Therapy (pages 1-16): Charles E. Schaefer and Athena A. DrewesChapter 2 Meeting the Early Mental Health Needs of Children Through School?Based Play Therapy: A Review of Outcome Research (pages 17-58): Sue C. BrattonChapter 3 Guidelines for Incorporating Play Therapy in the Schools (pages 59-86): Kristi Perryman and Judy DoranChapter 4 Challenges and Barriers to Implementing Play Therapy in Schools (pages 87-104): Dee C. RayChapter 5 Using Play Therapy Assessment in an Elementary and Intermediate School Setting (pages 105-122): Mary May SchmidtChapter 6 Transdisciplinary Play?Based Assessment and Intervention in the Primary Years (pages 123-141): Toni Linder and Brittney BixbyChapter 7 Helping Preschool and Kindergarten Teachers Foster Play in the Classroom (pages 143-161): Karen StagnittiChapter 8 Primary Project: An Evidenced?Based Approach (pages 163-180): Mary Anne Peabody, Deborah Johnson and A. Dirk HightowerChapter 9 Child?Teacher Relationship Training: Using the Power of the Child?Teacher Relationship as a School?Based Mental Health Intervention (pages 181-195): Mary O. Morrison and Wendy Pretz HelkerChapter 10 Treating Disruptive Classroom Behaviors of Preschoolers Through Teacher-Child Interaction Therapy (pages 197-218): David McIntoshChapter 11 Lego®?Based Play Therapy for Autistic Spectrum Children (pages 219-235): Daniel B. Legoff, G. W. Krauss and Sarah Allen LevinChapter 12 Trauma?Focused Group Play Therapy in the Schools (pages 237-255): Yih?Jiun ShenChapter 13 Group Sandplay in Elementary Schools (pages 257-281): Theresa KestlyChapter 14 Play Therapy for Anger Management in the Schools (pages 283-305): Barbara A. FischettiChapter 15 Group Play Interventions for Children with Attention Deficit/Hyperactivity Disorder (pages 307-329): Linda A. ReddyChapter 16 Play Therapy for Children of Alcoholics (pages 331-357): Laura Jacobus?Kantor and James G. EmshoffChapter 17 Understanding and Generalizing Communication Patterns in Children with Selective Mutism (pages 359-377): Laurie ZelingerChapter 18 Play, Create, Express, Understand: Bereavement Groups in Schools (pages 379-405): Ruthellen GriffinChapter 19 Redrawing the Front Line: A Play Therapy Service for Meeting the Psychosocial Needs of Children and Families in School (pages 407-433): Geraldine ThomasChapter 20 The Nana's Model: School?Based Play Therapy with Children Who Are Homeless or Severely Impoverished (pages 435-466): Ana Maria SuttonChapter 21 Better Playtimes: A School?Based Therapeutic Play Intervention for Staff and Children (pages 467-483): Alison Woolf
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Schutz des Staates: Von der Autokratie zur streitbaren Demokratie By Uwe Backes (auth.)
1998 | 80 Pages | ISBN: 3810022977 | PDF | 3 MB
InhaltDer historische Überblick vom autokratischen Staatsschutz derAlten Welt bis zur Schutzkonzeption des Grundgesetzes, den das Buch bietet,will einer gerechten Beurteilung des umstrittenen Konzepts der¶streitbaren Demokratie¶ dienen. Aus dem Inhalt: Verfassungsschutz und tyrannische Herrschaft bei Aristoteles Autokratischer Staatsschutz seit MachiavelliHerausbildung einer liberalen Verfassungsschutzkonzeption Republikschutz in Weimar ¶Streitbare Demokratie¶ in der BundesrepublikDeutschland Sieben Säulen des Staatsschutzes Der Autor: Dr. phil. Uwe Backes, Privatdozent für Politikwissenschaft,Universität Bayreuth.
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Sergei Lukyanenko, "The Last Watch"
English | 2009 | pages: 382 | ISBN: 1401309275, 043401737X | PDF | 0,6 mb
The fourth novel in the blockbuster series from one of Russia's most popular authors, Last Watch returns us to the hyperimaginative world of Sergei Lukyanenko, where the endless battle between good and evil is about to reach its climax.
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Serverless as a Game Changer: How to Get the Most Out of the Cloud (Addison-Wesley Signature Series (Vernon)) by Joseph Emison
English | October 11, 2023 | ISBN: 0137392621 | 224 pages | MOBI | 5.41 Mb
Leverage the "serverless mindset" to build and deploy software faster, better, and with less expense.
In this definitive guide, Joseph Emison shows how to leverage "serverless" for maximum customer value. He reveals why mindset is crucial to modern IT strategy and explains why and how to move toward a truly serverless mindset.
Many organizations are falling short when it comes to leveraging the cloud. Drawing on his experience as a pioneering CTO across multiple industries, Emison shows why and how you can gain immense business value from the cloud. While many serverless adopters focus on converting and building apps on serverless compute platforms like AWS Lambda, Emison offers better ways to think about your tech stack, optimize build-or-buy decisions, choose the right vendor for each commercial off-the-shelf (COTS) or open-source solution, and draw on the industry's best managed services.
To help you develop a serverless mindset, Emison includes a case study demonstrating a real-world enterprise transition to serverless. The author also provides an exclusive directory of current managed services with focused descriptions and concise explanations of each service and its role in modern application architecture. Many of these services are unfamiliar to enterprise architects, but they are enterprise tested and can radically simplify any serverless transition.Evolve your tech stack and mindset to gain the full benefits of the cloudDeliver software faster, better, and at lower cost with serverlessUse serverless architectures and managed services to offload tasks that don't add valueFollow a real-world case study taking you from where you are to where you want to beExplore an exclusive managed services directory to find resources to streamline your serverless transitionTransform your mindset and organization by leveraging serverless architecture to change the game and win it.
Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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Shape Casting: 4th International Symposium 2011 By
2011 | 321 Pages | ISBN: 1118029372 | PDF | 11 MB
In a career spanning almost six decades, Prof. John T. Berry has made significant contributions towards building our understanding of solidification and process-structure-property relationships in shaped castings. Celebrating his contributions, the Fourth International Shape Casting Symposium, which takes place at the 2011 TMS Annual Meeting & Exhibition, has been organized in his honor. Shape Casting 2011 contains the proceedings of the symposium in which scientists and engineers from around the world presented their own research findings, discussed challenges in the field, and projected future directions. Papers explore such topics as liquid metal quality; filling and feeding systems; process modeling for shaped castings; structure-property relationships; performance of shaped castings; and machinability of castings.Content:
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