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Critical Social Theory in Public Administration By Richard C. Box
2004 | 174 Pages | ISBN: 0765615541 | EPUB | 1 MB
The essential premise of critical social theory is that contemporary society is neither democratic nor free, but that modern global capitalism creates a citizenry satiated with consumer goods, unaware of alternative ways of living. In the public sector, critical theory suggests that governing systems are influenced, if not controlled, by the wealthy and powerful, leaving public professionals to decide whether to serve those interests or the interests of a broader public. This book provides a framework for the application of critical social theory in public administration. Its goal is to encourage awareness among public administration scholars and practitioners of social conditions that tend to shape and constrain scholarship, practice, teaching, and social change. At a time when concern for public interest and a civil society have largely been displaced by the goals of economic efficiency and the "New Public Management," Critical Social Theory in Public Administration presents a viable alternative that incorporates the latest views of postmodern thinking with the central elements of critical social theory.




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Cross-Cultural Partnerships : Navigating the Complexities of Money and Mission By Mary T. Lederleitner; Duane Elmer
2010 | 232 Pages | ISBN: 0830837477 | EPUB | 1 MB
One of the biggest challenges in global mission work is money'not merely the need for it, but working through cross-cultural differences surrounding how funds are used and accounted for. Cross-cultural missteps regarding financial issues can derail partnerships between supporting churches and agencies and national leaders on the ground. North Americans don't understand how cultural expectations of patronage shape how financial support is perceived and understood, and Western money often comes with subtle strings attached. So local mission work is hampered by perceived paternalism, and donors are frustrated with lack of results or accountability. How do we build financial partnerships for effective mission without fostering neo-colonialism? Cross-cultural specialist Mary Lederleitner brings missiological and financial expertise to explain how global mission efforts can be funded with integrity, mutuality and transparency. Bringing together social science research, biblical principles and on-the-ground examples, she presents best practices for handling funding and finance. Cross-cultural partnerships can foster dignity, build capacity and work toward long-term sustainability. Lederleitner also addresses particular problems like misallocation of funds, embezzlement and fraud. This book is an essential guide for all who partner in global mission, whether pastors of supporting churches or missionaries and funding agencies.




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Crusading for Globalization: US Multinationals and Their Opponents Since 1945 (American Business, Politics, and Society) by Janick Marina Schaufelbuehl
English | February 11, 2025 | ISBN: 1512827150 | 320 pages | MOBI | 0.84 Mb
The first book to shed light on what caused corporate executives to pursue a pro-globalization agenda over the last eight decades

Crusading for Globalization tells the story of an extraordinarily influential group of business executives at the helms of the largest US multinational corporations and their quest to drive globalization forward over the last eight decades. Janick Marina Schaufelbuehl argues that the spectacular expansion of international investment, trade, and production after 1945 cannot be understood without considering the role played by these corporate globalizers and the organization they created, the US Council (today's United States Council for International Business). By shaping governmental policy through their congressional lobbying and close connections to successive presidential administrations, US Council members, including executives from General Electric, Coca Cola, and IBM, among others, consistently fought for ever more market deregulation, culminating in the creation of the World Trade Organization in 1995.
Crusading for Globalization is also a book about those who opposed the growing might of multinationals. In the years immediately after World War II, resistance came from business protectionists, before labor and policymakers from the Global South joined the effort in the early 1970s. Schaufelbuehl breaks new ground by offering a panorama of this early anti-globalization movement, and by showing how the leaders of multinationals organized to limit its political influence. She also examines continuities between this early movement and the opposition to globalization that emerged at the beginning of the twenty-first century from the left and the populist right and discusses how business responded by promoting corporate social responsibility and voluntary guidelines.
The first book to shed light on what caused corporate executives to pursue a pro-globalization agenda and to examine their methods for dealing with their opponents, Crusading for Globalization reveals the historical roots of today's disparities in wealth and income distribution.


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Crypto Confidential: An Insider's Account from the Frontlines of Fraud by Jake Donoghue
English | October 7, 2025 | ISBN: 1803996188 | 256 pages | PDF | 4.57 Mb
'A lively and dramatic account of greed, corruption, and scandal that will captivate you from start to finish.' - FRANK W. ABAGNALE, subject of Catch Me If You Can

'Everything you feared was true about crypto and much worse are laid bare in this gripping and infuriating insider account... Funny, illuminating and beautifully written.' - LIAM VAUGHAN, author of Flash Crash: A Trading Savant, a Global Manhunt and the Most Mysterious Market Crash in History
Crypto Confidential tells the salacious story of the industry everyone is talking about right now. In doing so, it sheds light on some of the most scandalous financial crimes of the twenty-first century. From billion-dollar fraud cases to international money laundering cartels, political bribery and even faked deaths, it lifts the lid on the intricate and immense web of malpractice that crypto founders spin to trap ordinary investors.
Written by a prominent and well-connected insider, Crypto Confidential provides a first-hand account of how the industry truly operates, and how every aspect is engineered for one purpose: to make vast amounts of fast money for those on the inside, by any means necessary.


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Cryptography: A Very Short Introduction (Very Short Introductions) by Sean Murphy, Rachel Player
English | May 27, 2025 | ISBN: 0192882236 | 160 pages | PDF | 1.82 Mb
Cryptography is a part of everyday life for almost all of us, though we may not realise we're using it.

We are a far cry from the historical prediction that cryptography would only be used by militaries and governments. With vast quantities of sensitive information transferred online by individuals, companies, organizations, and nation states, cryptography is increasingly important to everyone, and most of us, often without realising, use it daily. Cryptography: A Very Short Introduction demystifies the art of cryptography by tracing its historical use, explaining how it works, and providing examples of its practical use. These include online shopping, chip and PIN bank cards, and communicating via mobile phone. While many of these uses have been mainstream for some time now, the development and deployment of cryptography has changed enormously in the last twenty years.
In this second edition, Sean Murphy and Rachel Player highlight the important advances in both academic cryptography research and its everyday use. Using non-technical language and without assuming advanced mathematical knowledge, they introduce symmetric and public-key cryptography and provide a detailed discussion of the design of cryptographic algorithms that are secure against quantum computers and the development of cryptographic algorithms with advanced functionalities. They also consider the new applications of cryptography such as blockchain, secure messaging apps, and electronic voting.
ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.


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Culture Analytics: An Evidence-Based Approach to Company Culture by Hani Nabeel
English | October 29, 2024 | ISBN: 1398617474 | 360 pages | MOBI | 20 Mb
How can I take a data-driven approach to company culture? What should I measure and which metrics should I focus on? How can people analytics and behavioural science impact culture?

Based on insights from the largest ever behavioural research study which examined the organizational impact of 220+ behaviours from 60 organizations, across 61 countries, Culture Analytics provides an evidence-based approach to organizational culture. It outlines the leading and lagging culture indicators, explains how to identify actionable insights from your people and culture data as well as how to apply predictive analytics to company culture. There is also guidance on the 30 employee behaviours which have the most impact on company culture and how to apply behavioural science interventions to drive these in your organization.
The second part of the book covers key areas where culture analytics can be applied to drive business performance. These areas include talent acquisition and retention, employee engagement, EDI (equity, diversity and inclusion), wellbeing, psychological safety as well as resilience, strategy, innovation, change management and risk. Full of practical advice, this book also includes real world examples from Barclays, Pfizer, American Airlines, EDF Energy, Saudi Telecom Company, Cisco and Ethiad Airways. Making the complex world of people analytics and behavioural science accessible and applicable to all senior HR professionals and business leaders, Culture Analytics shows how to take a robust, evidence-based approach to company culture to drive workforce and organizational performance and deliver tangible business value.


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Current Perspectives on the Functional Design of the Avian Respiratory System (Zoological Monographs, 8) by John N. Maina
English | September 14, 2023 | ISBN: 3031351797 | 394 pages | PDF | 22 Mb
Birds have and continue to fascinate scientists and the general public. While the avian respiratory system has unremittingly been investigated for nearly five centuries, important aspects on its biology remain cryptic and controversial. In this book, resolving some of the contentious issues, developmental-, structural- and functional aspects of the avian lung-air sac system are particularized: it endeavors to answer following fundamental questions on the biology of birds: how, when and why did birds become what they are?

Flight is a unique form of locomotion. It considerably shaped the form and the essence of birds as animals. An exceptionally efficient respiratory system capacitated birds to procure the exceptionally large quantities of oxygen needed for powered (active) flight. Among the extant air-breathing vertebrates, comprising ~11,000 species, birds are the most species-rich-, numerically abundant- and extensively distributed animal taxon. After realizing volancy,they easily overcame geographical obstacles and extensively dispersed into various ecological niches where they underwent remarkable adaptive radiation. While the external morphology of birds is inconceivably uniform for such a considerably speciose taxon, contingent on among other attributes, lifestyle, habitat and phylogenetic level of development have foremost determined the novelties that are displayed by diverse species of birds.
Here, critical synthesizes of the most recent findings with the historical ones, evolution and behavior and development, structure and function of the exceptionally elaborate respiratory system of birds are detailed. The prominence of modern birds as a taxon in the Animal Kingdom is underscored. The book should appeal to researchers who are interested in evolutionary processes and how adaptive specializations correlate with biological physiognomies and exigencies, comparative biologists who focus on how various animals have solved respiratory pressures, people who study respiration in birds and other animals and ornithologists who love and enjoy birds for what they are - profoundly interesting animals.


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Customary Laws and Social Order in Arab Society : Socio-Anthropological Field Studies in Egypt By Mohamed Abdo Mahgoub
2015 | 162 Pages | ISBN: 1443875368 | PDF | 1 MB
This book presents the findings of socio-anthropological field studies on customary laws and social order in Egypt. The first chapter presents comprehensive documentation of "Al Awayid", the customary laws of the Awlad Ali tribes, which prevail and govern political, kinship, and economic relations in the tribal semi-Bedouins and rural communities in the western desert and the Al Beheira governorate. It also traces changes in these laws that have occurred during the last forty years as a result of ecological, demographic, economic, cultural, and administrative changes in the region. The chapters which follow concentrate on such specific and relevant subjects as customary laws; criminal responsibility judgments and peaceful relations; women's rights in tribal communities; economic development and the Arab family; Arabic writings on homosexuality and lesbianism; youth and innovation in rural culture; and violence in contemporary societies. The book concludes with a chapter on the 2013 Egyptian rebellion as a result of deviation in the Arab Spring.




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Cutting-Edge Research in Developing the Library of the Future : New Paths for Building Future Services By Bradford Lee Eden
2015 | 139 Pages | ISBN: 1442250453 | PDF | 1 MB
In this third volume of the series, Cutting-Edge Research in the 21st-Century Academic Library explores examples of exciting new library services and workflows for the library profession to model and adapt for their own communities and patrons. Included are studies that combine data mining and business intelligence metrics to predict future trends and behaviors; an examination of new services related to the proliferation of mobile devices among patrons; studies devoted to the employment of the Web and the relation of the library's Web site to its environment and the use of a web content strategist in the design of the library site. New technologies are also considered: one chapter provides step-by-step guidelines for producing videos that can be used by the academic library for marketing, instruction, navigation, and reaching patrons in social media sites; another chapter provides a fairly comprehensive and detailed report for incorporating mobile information technologies in libraries. Overviews are provided for how to manage electronic resources in a digital campus environment and how they affect organizational structure, workflows, and training. Finally, the concept of linked open data (LOD) is presented and how it has transformed library workflows, staff expertise, and traditional metadata creation. All of these examples of futuristic and exciting new library services and workflows provide opportunities and experiences that the rest of the library profession can model and adapt for their own particular communities and patrons.




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Cyber Security Management and Strategic Intelligence by Peter Trim, Yang-Im Lee
English | February 17, 2025 | ISBN: 1032944668 | 186 pages | MOBI | 3.13 Mb
Within the organization, the cyber security manager fulfils an important and policy-oriented role. Working alongside the risk manager, the Information Technology (IT) manager, the security manager and others, the cyber security manager's role is to ensure that intelligence and security manifest in a robust cyber security awareness programme and set of security initiatives that when implemented help strengthen the organization's defences and those also of its supply chain partners.

Cyber Security Management and Strategic Intelligence emphasizes the ways in which intelligence work can be enhanced and utilized, guiding the reader on how to deal with a range of cyber threats and strategic issues. Throughout the book, the role of the cyber security manager is central, and the work undertaken is placed in context with that undertaken by other important staff, all of whom deal with aspects of risk and need to coordinate the organization's defences thus ensuring that a collectivist approach to cyber security management materializes. Real-world examples and cases highlight the nature and form that cyber-attacks may take, and reference to the growing complexity of the situation is made clear. In addition, various initiatives are outlined that can be developed further to make the organization less vulnerable to attack. Drawing on theory and practice, the authors outline proactive, and collectivist approaches to counteracting cyber-attacks that will enable organizations to put in place more resilient cyber security management systems, frameworks and planning processes.
Cyber Security Management and Strategic Intelligence references the policies, systems and procedures that will enable advanced undergraduate and postgraduate students, researchers and reflective practitioners to understand the complexity associated with cyber security management and apply a strategic intelligence perspective. It will help the cyber security manager to promote cyber security awareness to a number of stakeholders and turn cyber security management initiatives into actionable policies of a proactive nature.


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CyberMedics by Varun Sapra, Rohit Tanwar, Luxmi Sapra
English | March 17, 2025 | ISBN: 1032847026 | 190 pages | MOBI | 5.97 Mb
CyberMedics: Navigating AI and Security in the Medical Field is a comprehensive exploration of the transformative role of artificial intelligence (AI) in healthcare and the critical importance of securing medical data in an increasingly digital world. As AI technologies revolutionize diagnostics, treatment planning, and patient care, they also introduce new challenges related to data privacy, ethical considerations, and cybersecurity. This book offers a balanced perspective, providing healthcare professionals, technologists, and policymakers with the tools they need to understand and navigate the intersection of AI and security. Through detailed case studies, expert insights, and practical guidance, readers will discover how AI can be leveraged to improve patient outcomes while maintaining the highest standards of data protection.

Key topics include:AI in healthcare, exploring how emerging technologies like machine learning, natural language processing, and predictive analytics are poised to reshape the industrythe ethical implications of AI in healthcarestrategies for safeguarding sensitive information against cyber threatsfuture frameworks governing the use of AI in medical settingsWhether you're on the front lines of patient care, involved in healthcare IT, or shaping policy, CyberMedics: Navigating AI and Security in the Medical Field equips you with the knowledge to make informed decisions in a rapidly evolving landscape, ensuring that innovation and security go hand in hand to enhance the quality of care.


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Cybersecurity - Data Protection and Strategies: First Edition by Wesley Palmer
English | January 3, 2023 | ISBN: 1977256740 | 354 pages | PDF | 4.92 Mb
The first edition of Cybersecurity Data Protection and Strategies offers a wide range of topics related to data protection strategies. Information Technology (IT) students, practitioners, scholars, management and readers who are seeking deeper insight into cybersecurity strategies will find this text most useful. The text provides in-depth knowledge on the safe use of technologies as it relates to network, hardware, software, WIFI, mobile, and computer application (Apps).

Key Features
- Cybersecurity Data Protection and Strategies presents key strategies against internet scams, network intrusions as well as lay the foundation for data protection. The text provides simple strategies that help internet users detect and defend their data while using the worldwide web.
- The issue of privacy and security are key factors that impact internet users. Managing cookies programs may help users to make conscious decision about how their information are stored and disseminated; especially in these times when users' information is stored digitally on many organizational platforms.
- Identity theft and internet threat to users in the cybersecurity environment are examined. Identity theft has increased rapidly as the usage of the internet expands. The increase in identity theft is due to the lack of cybersecurity protection strategies and users' identity theft education.
- Social network platform is one of the mediums used by hackers to steal users' identities. Social media networking platforms like Instagram, Facebook, and Twitter a mass millions of users; thus, cybercriminals use this opportunity to prey on users who have vulnerable data protection systems.
- Biometric technology concerns the use of the unique physiological and behavioral characteristics of individuals as identification as well as for cybersecurity data protection. Biometrics technology utilizes the unique features of individuals such as fingerprint, iris, palm print, retina, and voice tones to develop high quality users' authentication that secure users' data.
- The global danger of computer and cyber viruses as well as their impact on individuals and businesses are reviewed. The framework strategies of this text have been designed for data protection.
To learn more about Cybersecurity Data Protection and Strategies, visit the text website:



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Cybersecurity Leadership for Healthcare Organizations and Institutions of Higher Education (River ✅Publishers Series in Digital Security and Forensics) by Bradley Fowler, Bruce G. Chaundy
English | February 27, 2025 | ISBN: 8770042349 | 178 pages | MOBI | 5.56 Mb
Healthcare organizations and institutions of higher education have become prime targets of increased cyberattacks. This book explores current cybersecurity trends and effective software applications, AI, and decision-making processes to combat cyberattacks. It emphasizes the importance of compliance, provides downloadable digital forensics software, and examines the psychology of organizational practice for effective cybersecurity leadership.

Since the year 2000, research consistently reports devasting results of ransomware and malware attacks impacting healthcare and higher education. These attacks are crippling the ability for these organizations to effectively protect their information systems, information technology, and cloud-based environments. Despite the global dissemination of knowledge, healthcare and higher education organizations continue wrestling to define strategies and methods to secure their information assets, understand methods of assessing qualified practitioners to fill the alarming number of opened positions to help improve how cybersecurity leadership is deployed, as well as improve workplace usage of technology tools without exposing these organizations to more severe and catastrophic cyber incidents.
This practical book supports the reader with downloadable digital forensics software, teaches how to utilize this software, as well as correctly securing this software as a key method to improve usage and deployment of these software applications for effective cybersecurity leadership. Furthermore, readers will understand the psychology of industrial organizational practice as it correlates with cybersecurity leadership. This is required to improve management of workplace conflict, which often impedes personnel's ability to comply with cybersecurity law and policy, domestically and internationally.


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Damaged but Not Destroyed: From Trauma to Triumph by Michael Todd
English | October 3, 2023 | ISBN: 0593444884 | 192 pages | PDF | 6.69 Mb
NEW YORK TIMES BESTSELLER

* ECPA BESTSELLER
* Theauthor of Relationship Goals and Crazy Faith proves that no matter how badly you've messed up, no matter what hardship or pain you've experienced, nothing can destroy the priceless, God-given value of your life.
Your Damage Does Not Define You
Underneath our designer clothes, makeup, jewelry, and photo filters are cracks left by abuse, mistakes, rejection, and disappointment. Bestselling author and pastor Michael Todd reveals his own damage: the hits he's experienced from trauma, dumb choices, and lingering struggles passed down through generations. Using candid stories, engaging illustrations, and biblical wisdom, he encourages readers to be H.O.T.-humble, open, and transparent-and face the pain of past hits to move toward the triumphant future God has for them.
Damaged but Not Destroyed will give you tools to identify the impact of your damage, see yourself the way God sees you, and realize that healing is all about progression, not perfection.
No matter how badly you've messed up, and no matter the pain you've experienced, nothing can destroy the God-given value of your life. It's time to turn your damage into destiny! You may be damaged, but you are not destroyed.
The Value Is Still in You


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Dance Or Die: A History of Hardcore
by Holly Dicker
English | 2025 | ISBN: 1913231852 | 240 Pages | True ePUB | 4.6 MB

What is hardcore? It means many things to many people, and they're all correct. It's best described as a feeling, an attitude, and a way of life. Hardcore is niche, schismatic, and a global phenomenon that refuses to die. Because hardcore will never die. Its symbols have been tattooed onto millions of bodies and its relics passed down through the generations, as its sounds resound worldwide.
Dance or Die is the first critical and expansive study of hardcore as a music, a subculture and an enduring "phuture" rave movement, full of colourful anecdotes and first person accounts from artists, fans and the core of hardcore.
This diehard anthology tracks the outsiders and outcasts who banded together to party, in protest, over more than 30 years of obnoxious rebellion, in ecstasy and escape, as a nighttime community more family than family, who need this hard, loud, fast/slow, aggressive, noisy, occasionally silly, kick drum or breakbeat-driven dance music, to connect with people, to survive the world, and to get through the week.
Hardcore: Either you're in, or you're out. And if you're in, you're in all the way, diehard and dancing to the death. Dance or Die!



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Das Minarett in den Bergen - Porträt eines unvermuteten Europas (German Edition) by Tharik Hussain, Elisabeth Schmalen
German | March 21, 2023 | ISBN: 3365003118 | 416 pages | PDF | 5.12 Mb
EUROPA NEU BEGREIFEN - auf den Spuren der Muslime auf dem Balkan

Der westliche Balkan, von vielen verschrien als ungastlicher Ort, zerrissen von ethnischen Konflikten, ist bis heute die Heimat der größten indigenen muslimischen Bevölkerung Europas. Tharik Hussain begibt sich auf die Spuren des berühmten Entdeckers Evliya Çelebi aus dem 17. Jahrhundert, um sie zu erkunden. Abseits ausgetretener Pfade begegnet er den unterschiedlichsten Muslimen, besucht mystische Berghütten und betet in Moscheen, die älter sind als die Sixtinische Kapelle, berichtet von Bauwerken, deren Errichtung über Jahrhunderte fälschlich den Römern zugeschrieben wurde.
Europa hat lange Zeit die Augen vor seiner islamischen Identität verschlossen. Wo liegen die Wurzeln der europäischen Islamophobie? Wer entscheidet, was Europa ausmacht? Tharik Hussain öffnet für die Vielfalt dieses noch immer lebendigen Erbes der Muslime auf dem Balkan, ohne die von Hass und Gewalt gezeichnete Geschichte der Jugoslawienkriege zu ignorieren. Kenntnisreich und mit sensiblem Blick für die aktuellen Konfliktlinien und Chancen der Region zeichnet er das Porträt einer verborgenen muslimischen Heimat, die wir entdecken müssen, wenn wir Europa neu begreifen wollen.


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Data Management and Security in Blockchain Systems by Sonali Vyas, Shaurya Gupta, Vinod Kumar Shukla
English | December 20, 2024 | ISBN: 9815305832 | 197 pages | EPUB | 3.72 Mb
Data Management and Security in Blockchain Systems offers a comprehensive exploration of how blockchain technology is reshaping the landscape of data management and security. This book addresses key aspects of blockchain-based systems, including data integrity, transparency, and tamper resistance, making it an essential resource for students, researchers, and professionals.

Covering topics from blockchain-enabled IoT traffic management to the integration of AI for enhanced security, this book presents solutions to current challenges such as cyberattacks, smart grid security, and scalable network designs. Each chapter is thoughtfully structured to provide readers with a solid understanding of blockchain applications in diverse domains. Perfect for those seeking to understand blockchain's potential to secure and manage data in an increasingly interconnected world.
Key Features:
- Comprehensive overview of data management and security in blockchain networks.
- Practical insights into IoT, smart grids, and AI integration.
- In-depth analysis of cybersecurity challenges and solutions.


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Data Protection and the Cloud : Are the Risks Too Great? By Paul Ticher
2015 | 83 Pages | ISBN: 1849287120 | EPUB | 1 MB
Applying the Data Protection Act to the Cloud The UK's Data Protection Act 1998 (DPA) applies to the whole lifecycle of information, from its original collection to its final destruction. Failure to comply with the DPA's eight principles could lead to claims for compensation from affected individuals and financial penalties of up to £500,000 from the Information Commissioner's Office, not to mention negative publicity and reputational damage. An expert introduction More than 85% of businesses now take advantage of Cloud computing, but Cloud computing does not sit easily with the DPA. Data Protection and the Cloud addresses that issue, providing an expert introduction to the legal and practical data protection risks involved in using Cloud services. Data Protection and the Cloud highlights the risks an organisation's use of the Cloud might generate, and offers the kind of remedial measures that might be taken to mitigate those risks. Topics covered include: Protecting the confidentiality, integrity and accessibility of personal data Data protection responsibilities The data controller/data processor relationship How to choose Cloud providers Cloud security - including two-factor authentication, data classification and segmentation The increased vulnerability of data in transit The problem of BYOD (bring your own device) Data transfer abroad, US Safe Harbor and EU legislation Relevant legislation, frameworks and guidance, including: - the EU General Data Protection Regulation - Cloud computing standards - the international information security standard, ISO 27001 - the UK Government's Cyber Essentials scheme and security framework - CESG's Cloud security management principles - guidance from the Information Commissioner's Office and the Open Web Application Security Project (OWASP) Mitigate the security risks Mitigating security risks requires a range of combined measures to be used to provide end-to-end security. Moving to the Cloud does not solve security problems, it just adds another element that must be addressed. Data Protection and the Cloud provides information on how to do so while meeting the DPA's eight principles.




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Data Protection: The Wake of AI and Machine Learning by Chaminda Hewage, Lasith Yasakethu, Dushantha Nalin K. Jayakody
English | December 24, 2024 | ISBN: 3031764722 | 321 pages | MOBI | 6.14 Mb
This book provides a thorough and unique overview of the challenges, opportunities and solutions related with data protection in the age of AI and ML technologies. It investigates the interface of data protection and new technologies, emphasising the growing need to safeguard personal and confidential data from unauthorised access and change. The authors emphasize the crucial need of strong data protection regulations, focusing on the consequences of AI and ML breakthroughs for privacy and individual rights. This book emphasizes the multifarious aspect of data protection, which goes beyond technological solutions to include ethical, legislative and societal factors.

This book explores into the complexity of data protection in the age of AI and ML. It investigates how massive volumes of personal and sensitive data are utilized to train and develop AI models, demanding novel privacy-preserving strategies such as anonymization, differential privacy and federated learning. The duties and responsibilities of engineers, policy makers and ethicists in minimizing algorithmic bias and ensuring ethical AI use are carefully defined. Key developments, such as the influence of the European Union's General Data Protection Regulation (GDPR) and the EU AI Act on data protection procedures, are reviewed critically. This investigation focusses not only on the tactics used, but also on the problems and successes in creating a secure and ethical AI ecosystem. This book provides a comprehensive overview of the efforts to integrate data protection into AI innovation, including valuable perspectives on the effectiveness of these measures and the ongoing adjustments required to address the fluid nature of privacy concerns.
This book is a helpful resource for upper-undergraduate and graduate computer science students, as well as others interested in cybersecurity and data protection. Researchers in AI, ML, and data privacy as well as data protection officers, politicians, lawmakers and decision-makers will find this book useful as a reference.


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Data Science Essentials with R: Learn with focus on data manipulation, visualization, and machine learning (English Edition) by Abhishek Das
English | December 30, 2024 | ISBN: 9365895294 | 268 pages | MOBI | 2.78 Mb
Description

This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights.
This book offers a thorough introduction to data science, starting with R programming basics and advancing to ML and data visualization. Learn to clean, explore, and transform data using tools like dplyr. Key statistical concepts like probability, hypothesis testing, and modeling are covered, providing a foundation for data-driven decisions. Discover supervised and unsupervised ML techniques, feature engineering, and model evaluation. The book also provides career guidance in data science, including skill-building tips and job search strategies, equipping you to excel in this growing field.
By the end of this book, you will be able to confidently use R to prepare data for analysis and apply ML algorithms to make predictions and drive business decisions.
Key Features
● Master R for effective data analysis and ML.
● Analyze data, identify patterns, and drive informed decision-making.
● Learn by doing hands-on R codes and applying ML techniques.
What you will learn
● Use R to clean, analyze, and visualize data effectively.
● Apply statistical techniques to find patterns and trends in data.
● Understand and implement key ML algorithms step-by-step.
● Data visualization techniques using ggDescription2 to create informative visualizations.
● Strong foundation in statistical concepts, including probability theory, hypothesis testing, and statistical modeling.
Who this book is for
This book is ideal for individuals with a basic understanding of programming and statistics who aspire to enter the field of data science. Professionals such as data analysts, software engineers, and researchers will find this book particularly valuable as it provides a practical approach to leveraging data for informed decision-making.
Table of Contents
1. The Data Science Landscape
2. R Basics
3. Exploring Data
4. Wrangling Data
5. Working with Dates
6. Manipulating Strings
7. Visualizing Data
8. Feature Engineering
9. Statistics and Probability
10. Introducing ML
11. Training Machine Learning Models
12. Building a Career in Data Science


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