Category: Ebook

Rage U Hands-on Pattern Mining Theory and Examples Keras, TensorFlow 2025

General:

Name: Rage U Hands-on Pattern Mining Theory and Examples Keras, TensorFlow 2025
Format: pdf
Size: 17.06 MB

Book:

Title: Hands-on Pattern Mining
Author: Uday Kiran Rage
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General
Publisher: Springer-Verlag New York, LLC
ISBN: 9789819667918
Total pages: 182

Description:

This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-world applications, and involves discovering all user interest-based patterns that may exist in a database. Several models and numerous algorithms were described in the literature to find these patterns in binary databases, quantitative databases, uncertain databases, and streams. Since the lack of a Python toolkit containing these algorithms has limited the wide adaptability of pattern-mining techniques, the author developed Pattern Mining (PAMI) Python library, which currently contains 80+ algorithms to discover useful patterns in transactional databases, temporal databases, quantitative databases, and graphs.
The book consists of three main parts:
· Introduction: The first chapter introduces big data, types of learning techniques, and the importance of pattern mining. The second chapter introduces the PAMI library, its organizational structure, installation, and usage.
· Pattern mining algorithms and examples: The following chapters present the state-of-the-art techniques for discovering user interest-based patterns in (1) transactional databases, (2) temporal databases, (3) quantitative databases, (4) uncertain databases, (5) sequential databases, and (6) graphs.
· Applications: The book concludes with several applications, where the predicted knowledge using TensorFlow and PyTorch was transformed into a database to discover future trends or patterns.

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Raffoul Y Fourier Series and Boundary Value Problems with Engineering Apps 2025

General:

Name: Raffoul Y Fourier Series and Boundary Value Problems with Engineering Apps 2025
Format: pdf
Size: 4.1 MB

Book:

Title: Fourier Series and Boundary Value Problems with Engineering Applications
Author: Youssef Raffoul
Language: angielski
Year: 2025
Subjects: N/A
Publisher: CRC Press
ISBN: 9781040446669
Total pages: 464

Description:

This book is a comprehensive and time-tested guide to the mathematical theory of Fourier series and boundary value problems, with a strong emphasis on engineering applications. Over the past two decades, Fourier Series and Boundary Value Problems with Engineering Applications has been rigorously refined and tested in classroom settings, ensuring its effectiveness as a teaching and learning resource.
The journey begins with a thorough development of Fourier series, a cornerstone of modern mathematics and engineering. The Fourier series provides a powerful framework for analyzing periodic functions and decomposing complex signals into simpler sinusoidal components. This foundational knowledge is then extended to boundary value problems, which arise naturally in the study of physical phenomena such as heat flow, vibrations, and wave propagation.
A distinctive feature of this book is its focus on applications in both rectangular and spherical coordinates. These coordinate systems are essential for modeling problems in diverse engineering contexts. Additionally, the book addresses partial differential equations on unbounded domains and ordinary differential equations.
Whether you are a student encountering Fourier series and boundary value problems for the first time, an educator seeking a reliable and classroom-tested resource, or a professional looking to refresh your knowledge, this book offers a clear exposition, practical focus, and extensive problem sets, making it an indispensable companion for mastering the mathematical tools that underpin modern engineering.

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Raff E How Large Language Models Work 2025

General:

Name: Raff E How Large Language Models Work 2025
Format: pdf
Size: 18.16 MB

Book:

Title: How Large Language Models Work
Author: Edward Raff; Drew Farris; Stella Biderman
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General, Machine Learning, Natural Language Processing & Speech Recognition/Synthesis
Publisher: Manning
ISBN: 9781638357605
Total pages: 200

Description:

Learn how large language models like GPT and Gemini work under the hood in plain English.

How Large Language Models Work translates years of expert research on Large Language Models into a readable, focused introduction to working with these amazing systems. It explains clearly how LLMs function, introduces the optimization techniques to fine-tune them, and shows how to create pipelines and processes to ensure your AI applications are efficient and error-free.

In How Large Language Models Work you will learn how to:

• Test and evaluate LLMs
• Use human feedback, supervised fine-tuning, and Retrieval Augmented Generation (RAG)
• Reducing the risk of bad outputs, high-stakes errors, and automation bias
• Human-computer interaction systems
• Combine LLMs with traditional ML

How Large Language Models Work is authored by top machine learning researchers at Booz Allen Hamilton, including researcher Stella Biderman, Director of AI/ML Research Drew Farris, and Director of Emerging AI Edward Raff. They lay out how LLM and GPT technology works in plain language that’s accessible and engaging for all.

About the Technology

Large Language Models put the “I” in “AI.” By connecting words, concepts, and patterns from billions of documents, LLMs are able to generate the human-like responses we’ve come to expect from tools like ChatGPT, Claude, and Deep-Seek. In this informative and entertaining book, the world’s best machine learning researchers from Booz Allen Hamilton explore foundational concepts of LLMs, their opportunities and limitations, and the best practices for incorporating AI into your organizations and applications.

About the Book

How Large Language Models Work takes you inside an LLM, showing step-by-step how a natural language prompt becomes a clear, readable text completion. Written in plain language, you’ll learn how LLMs are created, why they make errors, and how you can design reliable AI solutions. Along the way, you’ll learn how LLMs “think,” how to design LLM-powered applications like agents and Q&A systems, and how to navigate the ethical, legal, and security issues.

What’s Inside

• Customize LLMs for specific applications
• Reduce the risk of bad outputs and bias
• Dispel myths about LLMs
• Go beyond language processing

About the Readers

No knowledge of ML or AI systems is required.

About the Author

Edward Raff, Drew Farris and Stella Biderman are the Director of Emerging AI, Director of AI/ML Research, and machine learning researcher at Booz Allen Hamilton.

Table of Contents

1 Big picture: What are LLMs?
2 Tokenizers: How large language models see the world
3 Transformers: How inputs become outputs
4 How LLMs learn
5 How do we constrain the behavior of LLMs?
6 Beyond natural language processing
7 Misconceptions, limits, and eminent abilities of LLMs
8 Designing solutions with large language models
9 Ethics of building and using LLMs

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Raduta A Nuclear Structure with Coherent States 2ed 2025

General:

Name: Raduta A Nuclear Structure with Coherent States 2ed 2025
Format: pdf
Size: 24.62 MB

Book:

Title: Nuclear Structure with Coherent States
Author: Apolodor Aristotel Raduta
Language: angielski
Year: 2025
Subjects: Science & Technology, Physics, Nuclear Physics – General & Miscellaneous
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031892622
Total pages: 655

Description:

This book covers the essential features of a large variety of nuclear structure properties, both collective and microscopic in nature. Most of results are given in an analytical form thus giving deep insight into the relevant phenomena. Using coherent states as variational states, which allows a description in the classical phase space, or provides the generating function for a boson basis, is an efficient tool to account, in a realistic fashion, for many complex properties. A detailed comparison with all existing nuclear structure models provides readers with a proper framework and, at the same time, demonstrates the prospects for new developments.
In this second edition, important new results have been added along with a new section describing the regular and chaotic motion within a quadrupole boson picture. The topics addressed are very much of current concern in the field. The book will appeal to practicing researchers and, due to its self-contained account, can also be successfully read and used by new graduate students.

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Radosavljevic V Assessing Human Exposure to Key Chemical Carcinogens 2025

General:

Name: Radosavljevic V Assessing Human Exposure to Key Chemical Carcinogens 2025
Format: pdf
Size: 5.26 MB

Book:

Title: Assessing Human Exposure to Key Chemical Carcinogens: Diagnostic Approaches and Interpretation
Author: Vladan Radosavljevic
Language: polski
Year: 2025
Subjects: Medicine & Nursing, Medicine, Clinical Medicine, Oncology
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031844416
Total pages: 205

Description:

This book introduces an effective, affordable, non-invasive, and quick method to detect exposure to dangerous chemical carcinogens, which cause life-threatening conditions like cardiovascular, endocrine, neurological, hematological, dermatological, and malignant diseases. Nearly 20 million people are diagnosed with cancer annually, with almost 10 million deaths. While eliminating carcinogens completely is impossible, improving detection and monitoring-especially through specialized urine analysis-can help define preventive measures to lower carcinogen levels in the body.
The chemical carcinogens discussed have been used for decades without proper evaluation of their health effects, costing millions of lives. Considering the long-term health impacts of current products is critical. Early detection is crucial as most carcinogens have cumulative effects. Identifying urinary markers of exposure can help detect, eliminate, or reduce sources of carcinogens, advancing preventive oncology.
The book focuses on Group 1 chemical carcinogens classified by the International Agency for Research on Cancer (IARC). The described methods are highly effective, affordable, and applicable in any location with HPLC (High-Performance Liquid Chromatography) and ICP (Inductively Coupled Plasma) devices. They are non-invasive, requiring only urine samples, quick, and inexpensive.
This volume aims to develop, improve, and implement screening methods for malignant diseases. It supports medical professionals in interpreting HPLC and ICP urinary analyses and providing guidance on reducing or avoiding carcinogen exposure. In some cases, doctors may identify sources of exposure and inform authorities to address and eliminate these hazards.

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Radhakrishnan M Engineering Innovations in Sensory Science 2025

General:

Name: Radhakrishnan M Engineering Innovations in Sensory Science 2025
Format: pdf
Size: 11.2 MB

Book:

Title: Engineering Innovations in Sensory Science
Author: Mahendran Radhakrishnan
Language: polski
Year: 2025
Subjects: Science & Technology, Agricultural Sciences, Food Sciences – General & Miscellaneous
Publisher: CRC Press
ISBN: 9781040384855
Total pages: 338

Description:

Sensory analysis is significant in food product development, and its importance impacts the maintenance of sensory qualities for food products. While there are many books exploring sensory analysis and its methods, this is the first of its kind to also explore the use of engineering tools and instruments to produce measurable and reliable data. In exploring sensory analysis methods, this book also focuses on the novel computer interface technologies to retrieve human sensory perceptions directly from the human body and convert them into a measurable unit, exploring the present status in computer interface technologies and scope for interventions to overcome obstacles.
Mahendran Radhakrishnan attained his PhD in Food Process Engineering from Tamil Nadu Agricultural University, India. Prior to this, he received degrees in Industrial Biotechnology as well as Chemical Engineering. He is presently Professor and Head of Department of Food Process Technology at National Institute of Food Technology, Entrepreneurship and Management, Thanjavur (NIFTEM-T). Dr. Mahendran’s research focus includes Advances in Food Processing Technologies, novel non-thermal processing, including Cold Plasma, High Pressure Processing Applications in Agri-Food, Food Structure & Shape Transformation (4D Printing), and Super Critical CO2 Extraction. Mahendran has authored over 150 publications in reputed journals.
Anbarasan Rajan is Food Process Engineer who earned his M.Tech and Ph.D. in Food Process Engineering from the National Institute of Food Technology, Entrepreneurship and Management, Thanjavur (NIFTEM-T). His primary research areas include nonthermal food processing, 4D foods/food shape morphing, and sensory science.

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Quillen D Simply Retina Review Atlas of Retinal Disease 2025

General:

Name: Quillen D Simply Retina Review Atlas of Retinal Disease 2025
Format: pdf
Size: 206.98 MB

Book:

Title: Atlas retinopatii cukrzycowej
Author: Luis Raul Lepori
Language: polski
Year: 2021
Subjects: N/A
Publisher: Wydawnictwo: DK Media Poland
ISBN: 9788396103406
Total pages: 778

Description:

Atlas zawiera zbiór kolorowych tablic, opisujących najważniejsze zagadnienie i obszary terapeutyczne. Każdej tablicy towarzyszy opis ułatwiający lepsze poznanie danego tematu.

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Quick J Surgical First Assistant The Essentials of Practice 2025

General:

Name: Quick J Surgical First Assistant The Essentials of Practice 2025
Format: pdf
Size: 2.01 MB

Book:

Title: Surgical First Assistant
Author: Julie Quick and Mark Owen
Language: polski
Year: 2024
Subjects: Medicine & Nursing, Medicine, Clinical Medicine, Surgery
Publisher: Wiley
ISBN: 9781394210848
Total pages: 172

Description:

A critical examination of an increasingly vital role in surgical practice
Surgical first assistants (SFAs) are registered nurses or operating department practitioners (ODPs) who play a crucial role in the operating theatre during surgical procedures. Under the direct supervision of the operating surgeon, an SFA provides continuous skilled assistance, performing a range of established responsibilities to assist the surgeon predominantly in the intraoperative phase of the patient’s journey, but also in the pre- and post-operative phases. The role affords theatre nurses and ODPs the opportunity to expand their clinical responsibilities and provide assistance for patients undergoing surgery by undertaking post-qualifying education. More recently, an understanding of the knowledge and skills of the SFA role has been embedded into the undergraduate curricula for ODPs.
Surgical First Assistant: The Essentials of Practice provides a comprehensive and critical examination of the knowledge, skills and behaviours that are required by SFAs to ensure patient safety and quality care. Beginning with a historical overview of the SFA role, it proceeds to outline the legal, ethical and professional aspects of the role which allows the practitioner to critically reflect on SFA practice. It also offers an in-depth analysis of the SFA’s responsibilities as defined by the Perioperative Care Collaborative through each phase of the patient’s perioperative journey from pre-operative assessment to post-operative pain management.
Surgical First Assistant readers will also find:

• A text aligned with UK national standards and best practice
• Detailed discussion of topics including pre-operative preparation with the operating theatre, assisting with haemostasis, and many more
• An approach which explores both the technical and non-technical skills required by the SFA

Surgical First Assistant is ideal for registered nurses, ODPs, student and apprentice operating department practitioners.

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Qudrat-Ullah H Emerging Technologies and Dynamic Decision Making 2025

General:

Name: Qudrat-Ullah H Emerging Technologies and Dynamic Decision Making 2025
Format: pdf
Size: 6.44 MB

Book:

Title: Emerging Technologies and Dynamic Decision Making (660 Pages)
Author: Hassan Qudrat-Ullah
Language: polski
Year: 2014
Subjects: N/A
Publisher: Wydawnictwo: O’Reilly Media
ISBN: 9781449370657
Total pages: 661

Description:

The recent digital and mobile revolutions are a minor blip compared to the next wave of technological change, as everything from robot swarms to skin-top embeddable computers and bio printable organs start appearing in coming years. In this collection of inspiring essays, designers, engineers, and researchers discuss their approaches to experience design for groundbreaking technologies.Design not only provides the framework for how technology works and how it…s used, but also places it in a broader context that includes the total ecosystem with which it interacts and the possibility of unintended consequences. If you…re a UX designer or engineer open to complexity and dissonant ideas, this book is a revelation.Contributors include:Stephen Anderson, PoetPainter, LLCLisa Caldwell, Brazen UXMartin Charlier, Independent Design ConsultantJeff Faneuff, CarboniteAndy Goodman, Fjord USCamille Goudeseune, Beckman Institute, University of Illinois at Urbana-ChampaignBill Hartman, Essential DesignSteven Keating, MIT Media Lab, Mediated Matter GroupBrook Kennedy, Virginia TechDirk Knemeyer, Involution StudiosBarry Kudrowitz, University of MinnesotaGershom Kutliroff, Omek Studio at IntelMichal Levin, GoogleMatt Nish-Lapidus, NormativeErin Rae Hoffer, AutodeskMarco Righetto, SumAllJuhan Sonin, Involution StudiosScott Stropkay, Essential DesignScott Sullivan, Adaptive PathHunter Whitney, Hunter Whitney and Associates, Inc.Yaron Yanai, Omek Studio at Intel

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Quaye R Event-Database Architecture for Computer Games Vol 2 2026

General:

Name: Quaye R Event-Database Architecture for Computer Games Vol 2 2026
Format: pdf
Size: 9.94 MB

Book:

Title: Event-Database Architecture for Computer Games: Volume 2, Game Design and the Nature of the Beast
Author: Rodney Quaye
Language: angielski
Year: 2025
Subjects: Computers, Computer Programming, Game Programming
Publisher: CRC Press
ISBN: 9781040340462
Total pages: 355

Description:

Event-Database Architecture for Computer Games proposes the first explicit software architecture for game development, answering the problem of building modern computer games with little or no game design. In this volume, an example of a practical production process based on the software production process is explained, including examples of the game design, technical design, data design and tools design in that process.
This volume includes a brief overview on how to optimise the results. This leads on to an exploration of how staff, especially Software Engineers, typically view optimisation. It also explains how the vision of the Engineers relates to the vision of the leadership of a project or company. It describes how this leadership can also affect the efficacy of a production process, including the Event-Database Production Process.
This book will be of great interest to professional game developers involved in management roles such as Technical Directors and Game Producers and technical roles, such as Tools Programmers, UI Programmers, Gameplay Programmers and Engineers, as well as students studying game development and programming.
Rodney Quaye is Senior Software Development Engineer in Test at Build A Rocket Boy. He has worked in the Computer Games industry for over 16 years. He has worked at several Games Studios, including Sumo Digital, nDreams, Supermassive Games, Traveller’s Tales, Hotgen, Oysterworld, Second Impact, Flaming Pumpkin, Goldhawk Interactive, Jagex, Gusto Games, Criterion, Asylum Entertainment, Codemasters and Deibus Studios. The famous titles he has worked on include Burnout 2 and 3 for Criterion, LMA Manager for Codemasters, Runescape for Jagex, Lego Worlds for Traveller’s Tales and Everywhere for Build A Rocket Boy.

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