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Magnetism: A Supramolecular Function By J.-C. Chambron, C. O. Dietrich-Buchecker (auth.), Pr Olivier Kahn (eds.)
1996 | 660 Pages | ISBN: 9048147301 | PDF | 24 MB
Molecular magnetism is a new field of research dealing with the synthesis and study of the physical properties of molecular assemblies involving open-shell units. It is essentially interdisciplinary, joining together organic, organometallic and inorganic chemists, as well as theoreticians, physicists and materials scientists.At the core of research into molecular magnetism lie design and synthesis of new molecular assemblies exhibiting bulk properties such as long-range magnetic ordering or bistability with an hysteresis effect, which confers a memory effect on the system. In such terms, magnetism may be considered a supramolecular function.The first eight contributions to this volume present the state of the art in organic supramolecular chemistry, emphasising interlocked systems and molecular trees. The following six articles are devoted to molecular materials constructed from organic radicals and transition metal units. Molecular bistability is then focused on, followed by metal-organic and coordination magnetic materials. A new approach to nano-sized particles closes the work.

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Managing Projects For Business: Learn How to Lead a Project by Applying the Best Practices and Method to Achieve a Specific Objective and Consistently ... Results by Edward Murphy
English | April 11, 2024 | ISBN: N/A | ASIN: B0D1LBSLK5 | 156 pages | EPUB | 1.55 Mb
English | April 11, 2024 | ISBN: N/A | ASIN: B0D1LBSLK5 | 156 pages | EPUB | 1.55 Mb

This book is about Managing Projects for Business.
Managing Projects for Business is your ability to lead a project team by applying the best practices and methods to achieve a specific objective and consistently produce excellent results.
This is the 16th volume in a comprehensive Success Training Program, called SUCCESS MADE SIMPLE, designed to help you achieve the effectiveness and success you deserve.
The first ten volumes (see Other Books) addressed these ten core competencies of your effectiveness and success in business:
Followership, Delegating, Planning, Organizing, Communicating, Problem-Solving, Awareness, Training, Motivating, and Character-Building.
The second ten volumes (see Other Books) provide a more detailed explanation of how to master these ten Critical Success Skills.
Writing, Speaking, Team Building, Managing Risk, Coaching, Managing Projects, Managing Meetings, Achieving Goals, Decision-Making, and Building Consensus.
These books are for you and all those in the workforce, regardless of your occupation, position, or level of authority, who have a burning desire to be, do, and have more than you have today.
This book will give you a far better understanding of Managing Projects for Business, its definition, importance, and how to do it successfully.
In the business world, managing projects involves logic, imagination, and the ability to visualize the desired result, and the steps and resources necessary to achieve it.
This is why every boss needs effective members who can resolve problems, get things done, and achieve their goals.
This means helping your boss resolve his problems, just to stay in the game. And this is where you come in.
The better you get at resolving problems, getting things done, and achieving goals, the more value you bring.
As an executive coach for over 20 years, I know what bosses and customers expect of you.
This is where I learned that the most effective people stood out because they used the tactics, techniques, and tools from this book to successfully lead project teams that consistently produced excellent results.
This is also where I learned that those who lacked these skills failed to apply the best practices and proven methods to achieve specific objectives which prevented them from achieving the success they could have achieved. Don't let this happen to you.
This is why it's always in your best interest to master the Art of Managing Projects for Business.
Here, you'll learn the most actionable best practices to help you achieve the effectiveness and success you deserve.
This book will teach you how to manage business projects.
A project could be anything that needs to be started, stopped, or changed.
For example, it could be a problem, goal, issue, concern, activity, or event.
I define a project as any assignment that requires the effort of others.
Anything one person can do is a task and not a project.
So, whenever you get stuck at work, realize there's a simple way to re-frame anything into a simple project to get things moving again.
And you don't need to be an engineer or a certified project manager to manage a project.
All you need is a basic understanding of the best practices you'll find here to manage any business project.
Without good project management skills, you'll never become effective or successful in business, period!

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[booksz]

Managing Risk for Business: Enhance Your Ability to Identify the Risks to Your Work and Minimize Their Probability and Impact to Consistently Produce Excellent Results by Edward J. Murphy
English | April 9, 2024 | ISBN: N/A | ASIN: B0D1F6P5NB | 143 pages | EPUB | 0.97 Mb
This book is about Managing Risk for Business.

Managing Risk for Business is your ability to identify the risks to your work and minimize their probability and impact to consistently produce excellent results.
This is the 14th volume in a comprehensive Success Training Program, called SUCCESS MADE SIMPLE, designed to help you achieve the effectiveness and success you deserve.
The first ten volumes (see Other Books) addressed these ten core competencies of your effectiveness and success in business:
Followership, Delegating, Planning, Organizing, Communicating, Problem-Solving, Awareness, Training, Motivating, and Character-Building.
The second ten volumes (see Other Books) provide a more detailed explanation of how to master these ten Critical Success Skills.
Writing, Speaking, Team Building, Managing Risk, Coaching, Managing Projects, Managing Meetings, Achieving Goals, Decision-Making, and Building Consensus.
These books are for you and all those in the workforce, regardless of your occupation, position, or level of authority, who have a burning desire to be, do, and have more than you have today.
This book will give you a far better understanding of Managing Risk for Business, its definition, importance, and how to do it successfully.
In the business world, risk management is the process by which organizations discover, analyze, and address risk to meet goals, keep projects on track, and stick to budgets and timelines.
Conducting a Risk Analysis is the first step in the risk management process, and frequently occurs in the analysis phase.
Mistakes or defects are not a problem if identified and resolved before your boss or customer discovers them.
As an executive coach for over 20 years, I know what bosses and customers expect of you.
This is where I learned that the most effective people stood out because they used the tactics, techniques, and tools from this book to conduct a risk assessment to anticipate and mitigate all the Unresolved Issues, Unintended Consequences, and Second and Third-Order Effects of their work before starting.
This is also where I learned that those who lacked these skills struggled because they failed to conduct a risk assessment which resulted in their falling victim to Murphy's Law. Don't let this happen to you.
This is why it's always in your best interest to master the Art of Managing Risk for Business.
Here, you'll learn the most actionable best practices to help you achieve the effectiveness and success you deserve.
This book will teach you how to anticipate and mitigate the unresolved issues, unintended consequences, and second and third-order effects of your work.
How do you find problems, or do you wait for them to find you?
One of many techniques you'll learn here is called CAPA (Corrective Actions/Preventive Actions) and should be part of your overall Quality Management System (QMS) and includes procedures to Prevent Problems (PA) and procedures to Correct Problems (CA) once identified.
CAPA is a combination of targeted, proactive procedures designed to identify problems before they occur and resolve problems once identified.
Preventive Actions are a series of specific procedures designed to identify pre-problems before they get in front of your boss.
Corrective Actions are a series of specific procedures designed to respond to problems AFTER they've been identified.
Without good risk management skills, you'll never become effective or successful in business, period!
I know that by learning, using, and sharing these best practices and critical success skills, you'll be well on your way to becoming more effective and successful.
To your SUCCESS!

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Marketing Perspectives on Phygitalization
English | 2025 | ISBN: 1774918463 | 354 Pages | PDF EPUB (True) | 19 MB
The fusion of physical and digital experiences has given rise to a new phenomenon known as "phygitalization," where companies seamlessly integrate both realms to create a cohesive and immersive customer experience. This new book examines the opportunities and challenges that this convergence presents and highlights strategies that companies can employ to leverage its full potential. Drawing upon the expertise of marketing professionals, industry leaders, and academic researchers, this book offers a comprehensive overview of the key concepts, strategies, and best practices for employing phygitalization in marketing, providing a practical perspective through case studies and focused discussions.

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Mastering Intrusive Thoughts: Practical CBT Techniques for Managing OCD by Artem Kudelia
English | October 6, 2024 | ISBN: N/A | ASIN: B0DJ5X8DR7 | 151 pages | EPUB | 3.85 Mb
Is OCD ruling your life with intrusive thoughts and compulsions?

Take back control with scientifically-proven CBT techniques designed to help you regain peace of mind.
Millions of adults struggle with obsessive-compulsive disorder (OCD), caught in a relentless cycle of intrusive thoughts and compulsive behaviors. "Mastering Intrusive Thoughts" is your step-by-step guide to breaking free from the grip of OCD using practical, evidence-based Cognitive Behavioral Therapy (CBT) techniques.
♥ Picture yourself waking up with a calm, focused mind, no longer burdened by the constant anxiety of unwanted thoughts.
In this book, Dr. Artem Kudelia offers a clear and actionable path to mastering your thoughts in 15 manageable steps. Whether you're new to CBT or have tried other methods without success, this guide provides the tools you need to finally achieve relief.What You Will Learn:Understand the Triggers: Discover what drives intrusive thoughts and why they persist, so you can address the root cause of your OCD.Break the Cycle: Learn practical CBT techniques to challenge and reframe harmful thought patterns, reducing the intensity and frequency of intrusive thoughts.Manage Compulsions: Implement step-by-step strategies to resist compulsive behaviors, empowering you to take control of your actions and emotions.Features and Benefits:Clear and Practical Guidance: Each of the 15 steps is designed to be easy to follow, with real-life examples and exercises to help you put theory into practice.Evidence-Based Techniques: All methods are backed by the latest research in Cognitive Behavioral Therapy, ensuring you are using the most effective strategies available.Real-Life Stories: Learn from relatable case studies that demonstrate how others have successfully managed their OCD using these techniques.Comprehensive Support: Addresses both the mental and emotional aspects of OCD, offering a holistic approach to recovery.Why This Book?Expert Advice: Authored by Dr. Artem Kudelia, a respected therapist who has dedicated his career to helping individuals overcome OCD and intrusive thoughts.Supportive and Compassionate: The book combines professional expertise with an empathetic approach, making it a comforting and motivating read.Practical Solutions: Offers tangible steps that lead to real, lasting change, with clear guidance on how to incorporate these techniques into your daily life.

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Vijay Kumar Velu, "Mastering Kali Linux for Advanced Penetration Testing: Become a cybersecurity ethical hacking expert using Metasploit, Nmap, Wireshark, and Burp Suite, 4th Edition"
English | 2022 | ISBN: 1801819777 | EPUB | pages: 572 | 118.4 mb
Master key approaches used by real attackers to perform advanced pentesting in tightly secured infrastructure, cloud and virtualized environments, and devices, and learn the latest phishing and hacking techniques

Key Features
- Explore red teaming and play the hackers game to proactively defend your infrastructure
- Use OSINT, Google dorks, Nmap, recon-nag, and other tools for passive and active reconnaissance
- Learn about the latest email, Wi-Fi, and mobile-based phishing techniques
Book Description
Remote working has given hackers plenty of opportunities as more confidential information is shared over the internet than ever before. In this new edition of Mastering Kali Linux for Advanced Penetration Testing, you'll learn an offensive approach to enhance your penetration testing skills by testing the sophisticated tactics employed by real hackers. You'll go through laboratory integration to cloud services so that you learn another dimension of exploitation that is typically forgotten during a penetration test. You'll explore different ways of installing and running Kali Linux in a VM and containerized environment and deploying vulnerable cloud services on AWS using containers, exploiting misconfigured S3 buckets to gain access to EC2 instances.
This book delves into passive and active reconnaissance, from obtaining user information to large-scale port scanning. Building on this, different vulnerability assessments are explored, including threat modeling. See how hackers use lateral movement, privilege escalation, and command and control (C2) on compromised systems.
By the end of this book, you'll have explored many advanced pentesting approaches and hacking techniques employed on networks, IoT, embedded peripheral devices, and radio frequencies.
What you will learn
- Exploit networks using wired/wireless networks, cloud infrastructure, and web services
- Learn embedded peripheral device, Bluetooth, RFID, and IoT hacking techniques
- Master the art of bypassing traditional antivirus and endpoint detection and response (EDR) tools
- Test for data system exploits using Metasploit, PowerShell Empire, and CrackMapExec
- Perform cloud security vulnerability assessment and exploitation of security misconfigurations
- Use bettercap and Wireshark for network sniffing
- Implement complex attacks with Metasploit, Burp Suite, and OWASP ZAP
Who this book is for
This fourth edition is for security analysts, pentesters, ethical hackers, red team operators, and security consultants wanting to learn and optimize infrastructure/application/cloud security using advanced Kali Linux features. Prior penetration testing experience and basic knowledge of ethical hacking will help you make the most of this book.
Table of Contents
- Goal-Based Penetration Testing
- Open-Source Intelligence and Passive Reconnaissance
- Active Reconnaissance of External and Internal Networks
- Vulnerability Assessment
- Advanced Social Engineering and Physical Security
- Wireless and Bluetooth Attacks
- Exploiting Web-Based Applications
- Cloud Security Exploitation
- Bypassing Security Controls
- Exploitation
- Action on the Objective and Lateral Movement
- Privilege Escalations
- Command and Control
- Embedded Devices and RFID Hacking

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Mastering QuickBooks 2024 - Fifth Edition: Bookkeeping with US QuickBooks Online for small businesses by Crystalynn Shelton
English | December 29, 2023 | ISBN: 1835469957 | 572 pages | EPUB | 46 Mb
Take control of your business finance by using QuickBooks Online for US for your accounting, budgeting, and reporting.

Key FeaturesLearn to use QBO from scratch following professional CPA advice, accompanied with fully-updated instructions and Tailor QBO to your specific business needs with customization and integrationStreamline your billing, expense tracking, and financial reportingBook Description
In today's competitive business landscape, efficient financial management is crucial for success. QuickBooks Online has emerged as the go-to accounting software for small businesses, offering a user-friendly platform to manage finances, track expenses, and gain valuable insights. This new edition will help you use QuickBooks Online from scratch and customize it to suit your small business needs. Written by accounting expert Crystalynn Shelton, it takes you on an in-depth journey, from setting up your account to mastering advanced features and customizations.
This book empowers you to conquer the latest features of QuickBooks Online 2024; overcome challenges encountered during migration from desktop to online; plan cash flow, profits, revenue with precision; and streamline billing, expense tracking, and financial reporting. As you progress, you'll learn to manage sales tax, including how to set up, collect, track, pay, and report sales tax payments. You'll explore how to export reports to Google Sheets, use the custom chart builder, import budgets, and perform smart reporting with with using data sync with Excel.. You'll learn how to tailor QuickBooks Online to your specific business needs. By the end of the book, you'll master the art of QuickBooks Online and take control of your business financesWhat you will learnA crash course on basic accounting conceptsOvercome challenges encountered during migration from QBD to QBORecord income and expenses, pay vendors, and manage payrollStreamline client billing with invoicing and quoting templatesUse QuickBooks Online for tax filing and deadline managementPlan cash flow, profits, and revenue with the Report CenterCustomize financial reports and sales forms for your requirementsCalculate depreciation and automate workflows with QBO AdvancedWho this book is for
The book is for small business owners, bookkeepers, and accounting students who want to learn QuickBooks Online and understand how to implement it effectively. Whether you're a bookkeeping beginner or have some experience already, this book will help you learn to use Intuit QuickBooks Online confidently.Table of ContentsGetting Started with QuickBooks OnlineCompany File SetupMigrating to QuickBooks OnlineCustomizing QuickBooks for Your BusinessManaging Customer, Vendor, and Products and Services ListsManaging Sales TaxRecording Sales Transactions in QuickBooks OnlineRecording Expenses in QuickBooks OnlineReconciling Uploaded Bank and Credit Card TransactionsReport Center OverviewBusiness Overview and Cash Flow ReportsCustomer Sales Reports in QuickBooks OnlineVendor and Expenses ReportsManaging Employees and 1099 Contractors in QuickBooks OnlineClosing the Books in QuickBooks OnlineHandling Special/Transactions in QuickBooks OnlineQuickBooks Online AdvancedShortcut and DrivesIntuit QuickBooks Online Certified User Exam Objectives

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Martin M. Antony, "Mastering Your Fears and Phobias: Workbook, 2nd Edition (Treatments That Work)"
English | 2006 | pages: 199 | ISBN: 0195189183 | PDF | 0,8 mb
Mastery of Your Fears and Phobias, Second Edition, Workbook outlines a cognitive-behavioral treatment program for individuals who suffer from specific fears and phobias, including fear of blood, heights, driving, flying, water, and others. The program described in this workbook has proved to be the most effective treatment available for fears and phobias to date. It has a success rate of up to 90% with as little as one treatment session. Based on the principles of cognitive-behavioral therapy (CBT), this workbook teaches clients about the nature of their fear and how to overcome it through exposures and changing their negative thoughts. TreatmentsThatWorkTM represents the gold standard of behavioral healthcare interventions! All programs have been rigorously tested in clinical trials and are backed by years of research A prestigious scientific advisory board, led by series Editor-In-Chief David H. Barlow, reviews and evaluates each intervention to ensure that it meets the highest standard of evidence so you can be confident that you are using the most effective treatment available to date Our books are reliable and effective and make it easy for you to provide your clients with the best care available Our corresponding workbooks contain psychoeducational information, forms and worksheets, and homework assignments to keep clients engaged and motivated A companion website ([Ссылки доступны только зарегистрированным пользователям . Регистрируйся тут...]) offers downloadable clinical tools and helpful resources Continuing Education (CE) Credits are now available on select titles in collaboration with PsychoEducational Resources, Inc. (PER)

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Mastering Your Fertility: A Step-by-Step Guide to Natural Birth Control and Pregnancy Achievement by Harmony Royce
English | September 29, 2024 | ISBN: N/A | ASIN: B0DJ1N6QCM | 70 pages | EPUB | 0.54 Mb
With the help of this thorough handbook, anyone wishing to take charge of their reproductive health can discover the keys to controlling their fertility. Regardless of your goal preventing pregnancy or achieving conception this book provides a plethora of information and useful tactics grounded in holistic wellbeing and evidence-based research.

Within this indispensable manual, you will learn:Understand Your Cycle: Accurately track your ovulation and gain insight into the nuances of your menstrual cycle to determine when you are most fertile.Natural Birth Control Methods: Learn how to safely and confidently use effective natural birth control methods, such as the Fertility Awareness Method (FAM), in this section.Achieving Pregnancy: With step-by-step methods that improve your chances of getting pregnant, such as nutritional advice, lifestyle modifications, and mental well-being exercises, you can smoothly go from prevention to conception.Holistic Approaches: Learn how diet, stress reduction, and environmental elements affect fertility. Gain the knowledge necessary to set up a conducive reproductive environment for yourself.Personalized Strategies: Gain the knowledge necessary to create a customized fertility strategy that fits your particular body type and way of life, enabling you to make well-informed choices regarding your reproductive path.Mastering Your Fertility is a supporting companion that helps you embrace the natural rhythms of your body, not just a guide. Whether you're hoping to get pregnant or want to avoid getting pregnant, this book will motivate you to take control of your fertility journey with its wealth of useful exercises, professional guidance, and personal testimonies.

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Mastodon For Dummies by Chris Minnick, Michael McCallister
English | March 1st, 2023 | ISBN: 139419336X | 160 pages | True PDF | 14.06 MB
A little birdy told us you needed to know more about Mastodon

Ready to escape the drama of existing social media platforms and try something new and awesome in the world of social media? In Mastodon For Dummies, experienced tech trainers Chris Minnick and Mike McCallister show you exactly how to use Mastodon, the hot decentralized social media offering on the web and destination for thousands of social media migrants. Learn how to sign up for the service on your choice of server and get familiar with the rules of what's sure to become your new favorite app. You'll discover how to connect with other people, attract your own followers, and make yourself right at home in the Mastodon community.
In the book, you'll find:
* Easy-to-follow instructions on how to choose the Mastodon server that suits you best
* Instructions for establishing new connections on a new social platform and learning the rules of the road
* Tips for conducting business on Mastodon and making a home for your home-based business or brand on the social media service
* Step-by-step guides on launching your very own server

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Materials & Process Integration for MEMS By Paul Muralt, Nicolas Ledermann (auth.), Francis E. H. Tay (eds.)
2002 | 299 Pages | ISBN: 1441953035 | PDF | 15 MB
The field of materials and process integration for MEMS research has an extensive past as well as a long and promising future. Researchers, academicians and engineers from around the world are increasingly devoting their efforts on the materials and process integration issues and opportunities in MEMS devices. These efforts are crucial to sustain the long-term growth of the MEMS field. The commercial MEMS community is heavily driven by the push for profitable and sustainable products. In the course of establishing high volume and low-cost production processes, the critical importance of materials properties, behaviors, reliability, reproducibility, and predictability, as well as process integration of compatible materials systems become apparent. Although standard IC fabrication steps, particularly lithographic techniques, are leveraged heavily in the creation of MEMS devices, additional customized and novel micromachining techniques are needed to develop sophisticated MEMS structures. One of the most common techniques is bulk micromachining, by which micromechanical structures are created by etching into the bulk of the substrates with either anisotropic etching with strong alk:ali solution or deep reactive-ion etching (DRIB). The second common technique is surface micromachining, by which planar microstructures are created by sequential deposition and etching of thin films on the surface of the substrate, followed by a fmal removal of sacrificial layers to release suspended structures. Other techniques include deep lithography and plating to create metal structures with high aspect ratios (LIGA), micro electrodischarge machining (J.

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A. K. Chitale and R. C. Gupta, "Materials Management: A Supply Chain Perspective"
English | 2014 | ISBN: 8120348419 | PDF | pages: 526 | 21.5 mb
This textbook, now in its third edition, continues to provide a compre-hensive coverage of the different aspects of materials management in a student-friendly manner. The book gives a clear introduction to materials management, and discusses topics such as classification, codification, specifications and standardization of materials, which aid in effective purchasing. In view of their economic importance, materials planning and budgeting too have been covered in sufficient detail. Besides explaining the fundamental principles of stores management and materials handling, the text gives an in-depth analysis of inventory control with several illustrative examples. It also highlights the principles of purchasing, nature of purchasing process, value analysis and quality assurance.

Intended primarily for the undergraduate and postgraduate students of production engineering/industrial management and engineering, and postgraduate students of management, this book would also be useful to the practising managers.
New to this edition
- Incorporates two new chapters on:
- Supply Chain Management covering practically all the aspects of SCM
- Customer Relationship Management
- Includes four new case studies pertaining to inventory control applied to supply chain management

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Materials Synthesis and Characterization By Richard E. Partch (auth.), Dale L. Perry (eds.)
1997 | 206 Pages | ISBN: 1489901477 | PDF | 10 MB
One area of science that has shown an explosive growth over the last few decades is materials science. Inherently by nature products of both basic and applied research, materials make possible life and society as we know it today. Materials, ranging from ceramics to semiconductors to composites, are such that new ones must not only be designed and made ... they must also be characterized in terms of their physical, chemical, and mechanical properties. Thus, many new state of-the-art techniques involving spectroscopy, microscopy, and other approaches are now routinely used. Modem materials have wide applications in many sectors of technology. Films, for example, constitute an enormous area of materials and are used extensively. Films in tum can be integrated with other systems such as superconducting metal oxides and organic superconductors. Additionally, ceramics can also be synthesized and fabricated as films for different applications. Catalysts, too, can vary widely in both composition and form. The number of applications for catalysts in industry must easily rank as one of the highest number of applications for any class of materials. Catalysis is impOltant for a wide range of activities in industry, from petroleum refining to the synthesis of a large number of industrial feedstock materials. Researchers in this area of materials are constantly trying to unravel new approaches to making better catalysts.

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Materie: Erde, Wasser, Luft und Feuer By Dr. Norbert Welsch, Jürgen Schwab, Dr. Claus Chr. Liebmann (auth.)
2013 | 535 Pages | ISBN: 3827418887 | PDF | 39 MB
Die Schöpfung ist nicht das Werk von einem Augenblicke. Die Schöpfung ist niemals vollendet.Immanuel Kant - Allgemeine Naturgeschichte und Theorie des HimmelsWie nehmen wir unsere materielle Welt wahr? Woraus besteht die Erde unter unseren Füßen? Warum fühlt sich Holz warm an und Metall kalt? Warum zerbricht Glas und Metall nicht? Woher kommt der Sauerstoff in der Luft? Und was hat eine Leuchtstofflampe mit der Sonne gemeinsam?Spannende Fragen, die uns im Alltag begegnen. Die drei Autoren dieses Buches gehen der Frage nach, welche Gesetze den Stoffen sowie den elementarsten Teilchen, die wir heute kennen, zugrunde liegen. Sie erklären die Prozesse, die wohl einst beim Urknall abgelaufen sind und nach denen bis heute in den heißen Herzen der Sterne die Elemente entstehen, aus denen wir und unsere Welt gemacht sind. Schließlich fragen sie, was das Leben ausmacht. Dieses Bild-Lese-Buch spannt einen großen Bogen: von der Wahrnehmung unserer stofflichen Umgebung über die wissenschaftliche Interpretation zahlreicher alltäglicher Phänomene bis hin zu den uns ganz persönlich berührenden Fragen, wie derjenigen nach unserem eigenen Ursprung.Dank der interdisziplinären Herangehensweise der Autoren, dank hunderter klarer Grafiken und ansprechender Fotografien, erschließt das Werk oft unerwartete Zusammenhänge.

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Mathematical Engineering of Deep Learning (Chapman & Hall/CRC Data Science Series) by Benoit Liquet, Sarat Moka, Yoni Nazarathy
English | October 3, 2024 | ISBN: 1032288280 | 414 pages | MOBI | 12 Mb
Mathematical Engineering of Deep Learning provides a complete and concise overview of deep learning using the language of mathematics. The book provides a self-contained background on machine learning and optimization algorithms and progresses through the key ideas of deep learning. These ideas and architectures include deep neural networks, convolutional models, recurrent models, long/short-term memory, the attention mechanism, transformers, variational auto-encoders, diffusion models, generative adversarial networks, reinforcement learning, and graph neural networks. Concepts are presented using simple mathematical equations together with a concise description of relevant tricks of the trade. The content is the foundation for state-of-the-art artificial intelligence applications, involving images, sound, large language models, and other domains. The focus is on the basic mathematical description of algorithms and methods and does not require computer programming. The presentation is also agnostic to neuroscientific relationships, historical perspectives, and theoretical research. The benefit of such a concise approach is that a mathematically equipped reader can quickly grasp the essence of deep learning.

Key Features:A perfect summary of deep learning not tied to any computer language, or computational framework.An ideal handbook of deep learning for readers that feel comfortable with mathematical notation.An up-to-date description of the most influential deep learning ideas that have made an impact on vision, sound, natural language understanding, and scientific domains.The exposition is not tied to the historical development of the field or to neuroscience, allowing the reader to quickly grasp the essentials.Deep learning is easily described through the language of mathematics at a level accessible to many professionals. Readers from fields such as engineering, statistics, physics, pure mathematics, econometrics, operations research, quantitative management, quantitative biology, applied machine learning, or applied deep learning will quickly gain insights into the key mathematical engineering components of the field.

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