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[booksz]

Essentials of Automatic Control with MATLAB in 20 Lessons

Essentials of Automatic Control with MATLAB in 20 Lessons
by Fortuna, Luigi;Frasca, Mattia;Buscarino, Arturo;, Frasca, Mattia, Buscarino, Arturo
English | 2026 | ISBN: 1032783087 | 272 pages | True EPUB | 9.12 MB

This book is designed to explain the fundamental principles of automatic control through 20 lessons, each incorporating worked examples and MATLAB®-based exercises to help readers effectively understand and apply the proposed methods. It offers a concise and accessible resource for learning automatic control, blending simplicity with clarity. Drawing on decades of teaching experience, the authors aim to provide an approachable introduction to the core concepts of the discipline, encouraging further exploration through independent study.
Integrates MATLAB® within a 20-lesson framework
Enhances learning by supporting both theoretical understanding and practical problem-solving
Promotes critical thinking and problem-solving skills, essential competencies in today's AI-driven world.
Focuses on classical topics related to Single-Input Single-Output (SISO) linear continuous-time systems
Provides introductory material on topics such as Multiple-Input Multiple-Output (MIMO) and discrete-time systems, serving as a bridge to more advanced studies.
By establishing a strong foundation in these areas, the book prepares readers to tackle complex challenges in modern automatic control and excel in future academic and professional endeavors. Primarily intended for undergraduate engineering students, the book is also suitable for a wider audience. As automatic control is a foundational subject across numerous academic programs, this resource equips readers with essential analytical tools and introduces key problems, fostering deeper insights into the subject.

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[booksz]

Ethics in Artificial Intelligence and Information Technologies

Ethics in Artificial Intelligence and Information Technologies
by Arriagada-Bruneau, Gabriela;López, Claudia;Mendoza, Marcelo;, Claudia López, Marcelo Mendoza
English | 2026 | ISBN: 1032594187 | 226 pages | True EPUB | 7.7 MB

This book addresses the challenges posed by adopting and developing new AI technologies and how they impact people. Ethics, the scope, and the impact of technology on people are vital. The book starts with the ethical aspects of AI, presenting a socio-technical approach to integrating Ethics into AI projects, and outlines perspectives around feminism, sustainability, and labor transformation. Next, the concepts of fairness, accountability, and transparency are introduced, discussing their implications for developing information systems such as recommender systems, including aspects related to data privacy. Then the book covers the relevance of natural language processing systems, highlighting debias strategies and evaluation methodologies. The scopes of fairness-based approaches for ChatGPT and other generative text models are also introduced. Finally, advanced topics that include the relationship between AI and disinformation are addressed, including a discussion of the scope of news-generative models such as deep fakes. The book ends with a discussion of the perspectives and challenges in the area. The book is meant for an audience of advanced undergraduate and graduate students from all disciplines related to information systems. It is also helpful for researchers and practitioners interested in the subject. This book explores the ethical and societal challenges of adopting AI technologies, focusing on fairness, accountability, transparency, and the impact on sustainability, and data privacy.

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[booksz]

Every Little Thing How Small Acts of Kindness Make a Big Impact

Every Little Thing
by Janice Landry;
English | 2025 | ISBN: 1990770770 | 180 pages | True EPUB | 8.88 MB

Author Janice Landry was diagnosed with Lyme disease during the summer of 2023. Following her recovery from debilitating illness, Landry realized that a small thing, a tiny tick, has had a big impact on her life. She has turned her health scare into a positive message for readers. The author has deliberately woven the theme of small versus big throughout heartwarming stories of connection and acts of kindness, some random, some deliberate. In an exclusive interview,Every Little Thingintroduces us to the son of beloved and world-renowned children's author the late Richard Scarry, whose little character, Lowly Worm, was a big favourite of Janice's.Every Little Thingincludes tributes to helpers, artisans, nurses, teachers, students, psychologists, first responders, accessibility advocates, disaster relief helpers, and volunteers. Landry takes us on a journey that proves in the end that the little things really are the big things.

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[booksz]

First Steps in Space-Time A Brief Introduction to Special Relativity

First Steps in Space-Time: A Brief Introduction to Special Relativity
by Ed Macaulay
English | 2025 | ISBN: 1032908386 | 104 pages | True PDF | 15.25 MB

First Steps in Space-Time: A Brief Introduction to Special Relativity provides an accessible, authentic, and readable introduction to the theory of special relativity. The academic level of the book builds only on skills that would be covered in a GCSE maths course, such as Pythagoras's theorem, and rearranging equations, and no prior knowledge of relativity (or physics) is assumed. The key benefits of the work are to bridge the gap between popular science books and university textbooks, and make the theory of relativity as broadly accessible as physically possible. The book allows the reader to discover and appreciate that relativity is not an intractable esoteric curiosity, but a beautiful and succinct theory that profoundly shaped the course of history and our interpretation of our day-to-day lives.
This book is ideal for readers with an interest in physics and a little working knowledge of maths, who have studied mathematics at about A-level standard: professionals such as accountants, bankers, doctors, economists, engineers, lawyers, pharmacists and teachers, or high school students who might be considering studying physics or a related subject at university.

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[booksz]

Foolproof Traybakes 60 Simple and Delicious One-Tin Bakes

Foolproof Traybakes
by Marshall, Katie;
English | 2025 | ISBN: 1837833230 | 144 pages | True EPUB | 53.98 MB

Foolproof Traybakesfeatures 60 easy and delicious recipes, all made in one standard-sized tin.
What's not to love about traybakes? Easy techniques, minimal equipment, and endless flavour combinations make baking a breeze. And best of all, you only need one tin! From brownies and blondies to flapjacks and school dinner sprinkle sponge,Foolproof Traybakesis filled with homemade sweet treats for any occasion, whether it's a birthday bake or just something to enjoy with a cup of tea.
With straightforward instructions, a photograph for every recipe and tips to avoid kitchen disasters,Foolproof Traybakesis an essential baking companion, no matter your age or baking experience.
TheFoolproofseries celebrates the simple ways to cook, eat and enjoy different dishes and techniques, and offers amazing new ways to elevate classics, as well revealing new sure-to-be favourites. The series includes titles such as:One-Pot, BBQ, Freezer, Slow Cooker, Roasting Pan.

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[booksz]

Fractional Order PID and ADR Controls

Fractional Order PID and ADR Controls
by Chen, Pengchong, Luo, Ying
English | 2025 | ISBN: 1032502401 | 192 pages | True PDF EPUB | 23.18 MB

This book explores the design and analysis of fractional-order and active disturbance rejection control, examining both the theoretical foundations and their practical applications. It covers fractional-order proportional-integral-derivative (PID) control, fractional-order active disturbance rejection (ADR) control, and the combined fractional-order PID-ADR control. The book begins with an analysis of the three-parameter fractional-order PID controller, demonstrating its application to the permanent magnet synchronous motor (PMSM) speed servo system, due to its comprehensive inclusion of proportional, integral, and differential elements. It then delves into active disturbance rejection control and periodic disturbance compensation, comparing the performance of each controller based on various parameters. This comparison enables readers to critically evaluate the advantages and limitations of each approach before implementation. Offering a thorough guide to fractional-order and active disturbance rejection control, the book also includes numerical methods for assessing and developing these systems. The book will be of particular interest to professionals working with numerical methods, fractional-order systems and control, PID controller, active disturbance rejection, control design, and production and is especially relevant to those in mechanical, industrial, and electrical engineering.

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[booksz]

Fundamentals and Advances in Metal Matrix Composites

Fundamentals and Advances in Metal Matrix Composites
by Tharmaraj Ramakrishnan
English | 2025 | ISBN: 1032804521 | 308 pages | True PDF EPUB | 27.46 MB

The scope of this book covers the fundamental background of metal matrix composites (MMCs), their processing and fabrication, testing and characterization, exploration of materials for MMCs and green MMCs, and advancements in all aspects of fabrication, testing, and applications. Development or fabrication of MMCs with evaluation of mechanical and tribological properties as well as machinability evaluation, optimization of fabrication process, and machining operations are covered. Features: Covers advanced processing strategies and machining studies for composite materials Discusses representative volume element-based FEM modelling approaches and sustainability Sheds light on advancements in MMC application, fabrication, and testing Reviews green MMCs and sustainability in MMCs development Includes case studies and intelligent modelling methodologies This book is aimed at graduate students, researchers, and professionals in micro/nanoscience and technology, mechanical engineering, industrial engineering, metallurgy, and composites.

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[booksz]

Fundamentals of Veterinary Pathophysiology

Fundamentals of Veterinary Pathophysiology
by Rana, Tanmoy
English | 2025 | ISBN: 1032731230 | 268 pages | True PDF EPUB | 41.04 MB

This textbook for advanced graduate and postgraduate veterinary students provides a comprehensive overview of clinical physiology with a focus on its application in diagnosing and managing various disorders in animals. Fundamentals of Veterinary Pathophysiology is divided into two main sections. The first section introduces the general aspects of clinical physiology, covering intricate mechanisms such as temperature regulation, animal nutrition, and biological oxidation. It delves into topics like enzymatic regulation, metabolism, the physiology of membranes, body water, and ionic regulation. The section concludes by providing essential insights into the fundamentals of important physiological disorders and dysfunctions. The second section delves into the clinical physiology of disorders within various body systems. It covers digestive disorders in both monogastric and ruminant animals, cardiovascular and respiratory disorders, hematological disorders, neurological disorders, endocrinal disorders, urinary disorders, and lymphatic disorders. Finally, the book concludes with an in-depth examination of the clinical physiology of eye, ear, skin, and male reproductive and female reproductive disorders. Key Features Introduces fundamental concepts of clinical animal physiology for advanced graduate and postgraduate veterinary students. Emphasizes the practical application of clinical physiology in the diagnosis and management of animal disorders. Provides understanding of intricate physiological mechanisms including temperature regulation, enzymatic regulation, and metabolic processes. Addresses specific physiological disorders, offering insights into clinical aspects related to digestive, cardiovascular, respiratory, and neurological systems. Discusses clinical physiology associated with disorders of the eye, ear, skin, and reproductive system.

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[booksz]

Fuzzy Logic in Smart Sustainable Cities

Fuzzy Logic in Smart Sustainable Cities
by Bhupinder Singh, Christian Kaunert, Komal Vig
English | 2025 | ISBN: 9815129708 | 454 pages | True PDF EPUB | 37.33 MB

This book focuses on fuzzy logic, a paradigm-shifting approach that challenges the binary simplicity of traditional logic systems. The concept of fuzzy logics is a powerful tool capable of handling imprecise information and accommodating the vagaries of real-world scenarios. This marks the beginning of a journey that explores how fuzzy logics can bridge gaps and fills voids in our current strategies for achieving sustainable development goals relating to sustainable cities. With regard to issues such as water scarcity, energy affordability, and urban sustainability, the traditional linear approaches often fall short in capturing their complex, dynamic, and uncertain nature. Fuzzy logics, with their ability to handle imprecise information and uncertainties, emerge as a promising tool for navigating the intricate web of variables that influence the attainment of these sustainable development goals. This book bridges the gap between conventional disciplines such as engineering, environmental science, and urban planning by incorporating fuzzy logic ideas into talks on sustainable cities and offers insights into resource allocation strategies that will successfully lead to the intended sustainability goals by using models based on fuzzy logic. It also examines how fuzzy logic adjusts to changing circumstances so that suggested fixes are still applicable in the long run. This book focuses on fuzzy logic, a paradigm-shifting approach that challenges the binary simplicity of traditional logic systems. The concept of fuzzy logics is a powerful tool capable of handling imprecise information and accommodating the vagaries of real-world scenarios.

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[booksz]

Generative AI Disruptive Technologies for Innovative Applications

Generative AI
by Gayathri, N.;Kumar, S. Rakesh;Chandran, Ramesh;Raj, Pethuru;Pelusi, Danilo;, S. Rakesh Kumar, Ramesh Chandran, Pethuru Raj Chelliah, Danilo Pelu
English | 2025 | ISBN: 1394302908 | 288 pages | True EPUB | 17.21 MB

This book is essential for anyone eager to understand the groundbreaking advancements in generative AI and its transformative effects across industries, making it a valuable resource for both professional growth and creative inspiration.
Generative AI: Disruptive Technologies for Innovative Applicationsdelves into the exciting and rapidly evolving world of generative artificial intelligence and its profound impact on various industries and domains. This comprehensive volume brings together leading experts and researchers to explore the cutting-edge advancements, applications, and implications of generative AI technologies. This volume provides an in-depth exploration of generative AI, which encompasses a range of techniques such as generative adversarial networks, recurrent neural networks, and transformer models like GPT-3. It examines how these technologies enable machines to generate content, including text, images, and audio, that closely mimics human creativity and intelligence. Readers will gain valuable insights into the fundamentals of generative AI, innovative applications, ethical and social considerations, interdisciplinary insights, and future directions of this invaluable emerging technology.Generative AI: Disruptive Technologies for Innovative Applicationsis an indispensable resource for researchers, practitioners, and anyone interested in the transformative potential of generative AI in revolutionizing industries, unleashing creativity, and pushing the boundaries of what's possible in artificial intelligence.
Audience
AI researchers, industry professionals, data scientists, machine learning experts, students, policymakers, and entrepreneurs interested in the innovative field of generative AI.

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[booksz]

Generative AI Unleashed Advancements, transformative applications and future front...

Generative AI Unleashed: Advancements, transformative applications and future frontiers
by Karthik Ramamurthy, Suganthi Kulanthaivelu, Shajina Anand and Thangavel Murugan
English | 2025 | ISBN: 183724099X | 325 pages | True PDF | 12.99 MB

Today's generative AI has been marked by the advent of neural networks, inspired by the human brain, which are trained to recognize patterns in a dataset. Once the network is trained, it can make decisions or predictions without being programmed to perform tasks. Generative AI learns from a set of data without explicit instructions and can create and generate new digital content such as text, audio and art. Recent models are beginning to overcome challenges such as computational power, data quality and training stability.
This edited book on generative AI presents novel perspectives, approaches and methodologies, as well as security, ethical and legal considerations, and future trends. Topics and technologies covered include generative transformers and text generation models, generative models for human-like speech synthesis, generative AI for image synthesis, data synthesis for privacy protection, and exploration of the impact of generative AI in fields including industry 4.0, astronomy, and brain tumour detection. Two chapters offer perspectives on ethics and legality.
Generative AI Unleashed: Advancements, transformative applications and future frontiers will serve as a valuable resource for researchers, engineers, advanced students and lecturers operating in the domains that are significantly impacted by generative AI.

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[booksz]

Geological History of the Baltic Volume 2 Evolution of the Baltic Sea

Geological History of the Baltic
by Leszek J. Kaszubowski
English | 2025 | ISBN: 1032876514 | 432 pages | True PDF EPUB | 517.86 MB

This book discusses the core concepts of international law with a focus on India's position concerning contemporary developments in the field. The project of international law-both in its origin and evolution-has been predominantly anchored in Global North realities. Over the years, however, narratives from 'other' parts of the world (the Global South) have emerged to confront the traditional construction of the international legal order. The Indian narrative(s) in this regard, given the state's expanding influence within the Global South and beyond, therefore, warrants consideration. This book responds in three ways: captures India's contributions to the development of international law in areas including human rights, humanitarian law, international trade and investment, global commons, health, and dispute settlement; evaluates the influence of international law on India and its positioning in the global world order; and presents a way forward by mapping India's pursuit of global justice. The book will be of interest to scholars and students working in the fields of International Law, South Asian Studies, International Relations, Human Rights, and related research areas. This book discusses the core concepts of international law with a focus on India's position concerning contemporary developments in the field.

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[booksz]

Geomechanical Aspects of Abandoned Room and Pillar Mines and Remediation Measures

Geomechanical Aspects of Abandoned Room and Pillar Mines and Remediation Measures
by Aydan, Ömer
English | 2025 | ISBN: 1032850736 | 241 pages | True PDF EPUB | 76.34 MB

Geomechanical Aspects of Abandoned Room and Pillar Mines and Remediation Measures addresses the occurrence, prediction, and control of subsidence issues encountered in room and pillar mining, including creep, degradation, and seismic aspects. The book distinguishes itself by:
Presenting a unified treatise on room and pillar mines
Using clear definitions and explanations of fundamental concepts
Considering long-term aspects (creep and degradation), seismic effects, remedial measures, contact types, and remote sensing monitoring techniques
Including physical and numerical modeling
Demonstrating an in-depth view of procedures and solution techniques
This book provides a clear understanding of active and/or abandoned room and pillar mines. It is aimed at academics and engineers with a mining and/or civil engineering background, but it also serves as a reference for undergraduate and graduate students.

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[booksz]

Geometrical Enhancements Based on Data-Driven Design Decisions

Geometrical Enhancements Based on Data-Driven Design Decisions
by Sourabh Mandol, Mohit Hemanth Kumar, Akarsh Verma, V. K. Singh
English | 2025 | ISBN: 1032655003 | 199 pages | True PDF EPUB | 22.22 MB

The text presents various design and modelling solutions for effective decision-making that are grounded on the basics of data analytics. It further discusses important topics such as sustainable design and data-driven design synthesis, product analytics and its role in sustainable development, and descriptive models for the geometrical evaluation of product features.
This book:
Familiarize the readers with the numerous decision protocols that can be utilized for deducing geometrical qualities using data-driven design analysis
Offers a more comprehensive approach to multidisciplinary engineering applications using data-driven modelling and analysis
Discusses multi-objective optimization for product design and development through data-driven decision-making
Explains information processing and analysis through data visualization and data mining
Covers artificial intelligence and machine learning-based decision models and their effective utilization across interdisciplinary applications
It is primarily written for senior undergraduate, graduate students, and academic researchers in fields including industrial engineering, production engineering, manufacturing engineering, mechanical engineering, and aerospace engineering.

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[booksz]

Get to the Point! Simplify, Sharpen, and Sell Your Message, 2nd Edition

Get to the Point!
by Joel Schwartzberg
English | 2025 | ISBN: 9798890571052 | 161 pages | True PDF EPUB | 6.86 MB

Deliver razor-sharp points in all of your work communications! This updated classic enables you to captivate any audience, create meaningful impact, and make your words matter.
Every time you communicate, you're trying to move someone to feel, think, and act. You're trying to make a point. But very few communicators-regardless of their purpose or position-know their points, have true points, or even understand what a point is, rendering themselves pointless.
In this expanded second edition of the bestselling Get to the Point!, Joel Schwartzberg draws on his decades of experience as a strategic communications executive and public speaking coach to deliver a masterclass in high-impact communications for the digital age.
The new edition features a substantial amount of new content, including surprising research, real-world insight, and actionable tips that meet the modern needs of professionals up and down the organizational chart.
Using his trademark encouraging and often humorous voice, Schwartzberg helps you:
Understand the Power of Points: Learn how points outperform topics, themes, and observations.
Identify and Elevate Your Key Points: Create impactful speeches and slide presentations, emails and work chats, and Zoom and in-person meeting communications
Distill Complex Ideas: Transform complicated concepts into crystal-clear messages.
Boost Leadership Perceptions: Enhance impressions of competence and confidence.
Hook Audiences: Start and finish with compelling openings and closings.
Tell Impactful Stories: Use stories, examples, and data in a way that highlights your points, not distract from them.
Conquer Public Speaking Jitters: Use proven techniques to stay calm and in control
Leverage AI Tools: Use artificial intelligence to support-not replace-effective communication
Avoid Common Pitfalls: Sidestep the landmines that derail most communicators.
Whether you're a C-suite executive, salesperson, scientist, or student, Get to the Point! is a blueprint for evolving your written and spoken communications from informing to inspiring and pointless to powerful.
Don't just share ideas and make an impression. Champion your points and make a difference!

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[booksz]

Great British Paddling Adventures More than 50 routes for kayak, canoe and paddleb...

Great British Paddling Adventures
by Harpham, Richard;Kenlock, Ashley;, Ashley Kenlock
English | 2025 | ISBN: 1472989147 | 378 pages | True EPUB | 266.93 MB

This unique travel guide uncovers 50 of the best secret places in Britain, spectacular routes and exhilarating adventures only accessible by kayak, canoe or paddleboard.
Next time you visit Britain, see the wilderness from the water, discover ancient sites hidden from paths and roads, or stay at remote wild campsites only accessible by river. Each location, route and activity is graded for difficulty, from 1 paddle for beginners to 5 paddles for daring adventures only to attempt once you've cut your teeth. All the essential information is included, such as the best locations to access the water for each paddle, and stopping points for a bite to eat, something to see or do, or a place to stay. Packed with gorgeous photography taken throughout the year, and as inspiring as it is practical, this is a travel guide like no other.
Varied highlights from the book include:
- Paddle over the Pontcysyllte Aqueduct - at 126ft the tallest aqueduct in the world, with a breathtaking view over the Vale of Llangollen... and a sheer drop below
- Get back to nature on the River Great Ouse - paddle from Bedford's Victorian embankment out into a wilderness of overhanging willow trees, curious otters and diving kingfishers before wild camping in the middle of nowhere for an awe-inspiring night under the stars
- Follow the Whisky Trail - paddle down the River Spey as it winds its way out of the Cairngorms; after the aptly name Washing Machine white waters and the Knockandoo rapids you'll be glad of a chance to stop for a taste of the local Speyside malt!
- Travel back in time on the River Stour - see beautiful Constable Country, largely unchanged in centuries, from a captivating new angle
- Leave the shore behind - for the more adventurous paddlers, sea kayaking opens up the entire coastline and the more than 6,000 islands, large and small, that make up the British Isles

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[booksz]

Handbook of AI-Driven Threat Detection and Prevention

Handbook of AI-Driven Threat Detection and Prevention: A Holistic Approach to Security
by Bhambri, Pankaj, Jose Anand, A.
English | 2025 | ISBN: 1032859741 | 388 pages | True PDF EPUB | 17.23 MB

In today's digital age, the risks to data and infrastructure have increased in both range and complexity. As a result, companies need to adopt cutting-edge artificial intelligence (AI) solutions to effectively detect and counter potential threats. This handbook fills the existing knowledge gap by bringing together a team of experts to discuss the latest advancements in security systems powered by AI. The handbook offers valuable insights on proactive strategies, threat mitigation techniques, and comprehensive tactics for safeguarding sensitive data. Handbook of AI-Driven Threat Detection and Prevention: A Holistic Approach to Security explores AI-driven threat detection and prevention, and covers a wide array of topics such as machine learning algorithms, deep learning, natural language processing, and so on. The holistic view offers a deep understanding of the subject matter as it brings together insights and contributions from experts from around the world and various disciplines including computer science, cybersecurity, data science, and ethics. This comprehensive resource provides a well-rounded perspective on the topic and includes real-world applications of AI in threat detection and prevention emphasized through case studies and practical examples that showcase how AI technologies are currently being utilized to enhance security measures. Ethical considerations in AI-driven security are highlighted, addressing important questions related to privacy, bias, and the responsible use of AI in a security context. The investigation of emerging trends and future possibilities in AI-driven security offers insights into the potential impact of technologies like quantum computing and blockchain on threat detection and prevention. This handbook serves as a valuable resource for security professionals, researchers, policymakers, and individuals interested in understanding the intersection of AI and security. It equips readers with the knowledge and expertise to navigate the complex world of AI-driven threat detection and prevention. This is accomplished by synthesizing current research, insights, and real-world experiences.

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Handbook of Artificial Intelligence for Smart City Development Management Systems ...

Handbook of Artificial Intelligence for Smart City Development: Management Systems and Technology Challenges
by Makkar, Sandhya, Ravindran, Gobinath, Chakrabortty, Ripon Kumar, Pal, Arindam
English | 2025 | ISBN: 1041094019 | 231 pages | True PDF EPUB | 16.73 MB

This handbook explores smart cities of the future, provides an understanding of their development and management systems, and discusses the technology challenges. It also discusses why and how humankind can benefit from them. Handbook of Artificial Intelligence for Smart City Development: Management Systems and Technology Challenges covers the whole journey of the development of smart cities, from the foundations to the usage of technologies, including the challenges and issues that policymakers and technologists may face during the concept, development, management, and implementation stage. The book also covers sustainable strategies and safety measures and offers real-life cases of advancements in manufacturing approaches for smart cities. The book includes upcoming AI technologies such as big data analytics, block chain, machine learning, fault diagnostics, and a lot more. This handbook is intended to appeal to readers from industry and research. The book is also meant for academicians and students from across many disciplines. Moreover, this book is a medium for consultants, government agencies, and policymakers to grapple with topics and perspectives outside their lane.

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How Large Language Models Work

How Large Language Models Work
by Edward Raff; Drew Farris; Stella Biderman
English | 2025 | ISBN: 1633437086 | 200 pages | True PDF | 18.16 MB

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
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
How Large Language Models Work is written by some of the best 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. In clear and simple terms, these experts lay out the foundational concepts of LLMs, the technology's opportunities and limitations, and best practices for incorporating AI into your organization.
About the book
How Large Language Models Work is an introduction to LLMs that explores OpenAI's GPT models. The book takes you inside ChatGPT, showing how a prompt becomes text output. In clear, plain language, this illuminating book shows you when and why LLMs make errors, and how you can account for inaccuracies in your AI solutions. Once you know how LLMs work, you'll be ready to start exploring the bigger questions of AI, such as how LLMs "think" differently that humans, how to best design LLM-powered systems that work well with human operators, and what ethical, legal, and security issues can-and will-arise from AI automation.
About the reader
Includes examples in Python. No knowledge of ML or AI systems is required.
About the author
Edward Raff is a Director of Emerging AI at Booz Allen Hamilton, where he leads the machine learning research team. He has worked in healthcare, natural language processing, computer vision, and cyber security, among fundamental AI/ML research. The author of Inside Deep Learning, Dr. Raff has over 100 published research articles at the top artificial intelligence conferences. He is the author of the Java Statistical Analysis Tool library, a Senior Member of the Association for the Advancement of Artificial Intelligence, and twice chaired the Conference on Applied Machine Learning and Information Technology and the AI for Cyber Security workshop. Dr. Raff's work has been deployed and used by anti-virus companies all over the world.
Drew Farris is a Director of AI/ML Research at Booz Allen Hamilton. He works with clients to build information retrieval, as well as machine learning and large scale data management systems, and has co-authored Booz Allen's Field Guide to Data Science, Machine Intelligence Primer and Manning Publications' Taming Text, the 2013 Jolt Award-winning book on computational text processing. He is a member of the Apache Software Foundation and has contributed to a number of open source projects including Apache Accumulo, Lucene, Mahout and Solr.
Stella Biderman is a machine learning researcher at Booz Allen Hamilton and the executive director of the non-profit research center EleutherAI. She is a leading advocate for open source artificial intelligence and has trained many of the world's most powerful open source artificial intelligence algorithms. She has a master's degree in computer science from the Georgia Institute of Technology and degrees in Mathematics and Philosophy from the University of Chicago.

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How Time Passes

How Time Passes
by Sattig, Thomas;
English | 2025 | ISBN: 0198929161 | 224 pages | True EPUB | 7.76 MB

Time organizes things in a dynamic fashion, whereas space organizes things in a static fashion-so things in time undergo passage, whereas things in space do not. What makes the temporal organization of things dynamic? What is the nature of the passage of time? Traditional discussions of passage have taken one of two perspectives. Some philosophers start with passage as a phenomenon that occurs in the physical world. They ask what constitutes this objective phenomenon. Theirs is a project in metaphysics and the foundations of physics. Others begin with passage as a phenomenon that is given in our experiences of the world. They ask what constitutes this subjective phenomenon. Theirs is a project in philosophy of mind and cognitive science. In How Time Passes, Thomas Sattig gives both perspectives on passage equal weight. The first part of the book concerns the existence and nature of physical passage. The second part is concerned with the existence and nature of experiential passage. In both parts, the standard kind of explanation of passage is juxtaposed with a new kind of explanation. On the tripartite approach, which has dominated classical and contemporary philosophy of time, the denizens of time undergo passage, in virtue of changing with respect to what is past, what is present, and what is future. On the geometrical approach, the denizens of time undergo passage, in virtue of being temporally organized in a manner that does not involve the holding of any geometrical relations between them.

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