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  Data Mesh - A Comprehensive...

  Vincent Berry

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  In "Data Mesh: A Comprehensive Guide to Decentralized Data Architecture," readers are introduced to a transformative approach to data management that challenges conventional centralized systems. This essential guide delves into the principles and practices of Data Mesh, advocating for a paradigm shift towards a domain-oriented, decentralized data architecture. This book is meticulously designed for data architects, CTOs, data engineers, and any professionals involved in data-intensive industries who seek to overcome the limitations of traditional data management and unlock greater flexibility and scalability. 
  The guide starts with a thorough introduction to the core concepts of Data Mesh, including its four foundational pillars: domain-oriented decentralization of data ownership, data as a product, self-serve data infrastructure, and computational governance. Each section not only explains the theoretical aspects but also illustrates practical implementations through case studies and real-world scenarios, providing readers with a clear pathway to adopting Data Mesh in their organizations. 
  Further chapters are dedicated to the technical implementations of Data Mesh, detailing the technological stack and strategies required to support a scalable and efficient decentralized data architecture. The book also addresses common challenges and pitfalls, offering expert advice on navigating cultural shifts, integrating legacy systems, and maintaining data interoperability. 
  "Data Mesh: A Comprehensive Guide to Decentralized Data Architecture" also explores the future prospects of Data Mesh, including its role in leveraging artificial intelligence and machine learning within a decentralized framework. It outlines how Data Mesh can drive innovation, enhance data security, and improve data compliance in a rapidly evolving digital landscape.

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  COSMOS Series - 5 Poem Audio...

  Mike Blake

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  COSMOS Series  :: 5 Poem Audio Book DealGet 5 Poems for the Price of 3  Retail $15.99  Price here $8.99 its an Astro-nomical Deal. Includes written Poetry.Dark Skies & Cosmology are intertwined.One is the view you have of space both through your naked eye, and using hand-held Telescopes, right upto the services of the Giant Hubble Telescope.Also in COSMOS: Peace & Tranquility: On Mars.This Poem was inspired by the film 'The Martian' released in 2015.1st Poem in the Series: Dark Skies. A poem about the importance of seeing terestrial bodies at night, like we used to in days of old.Now designated spots around the globe have been put aside for 'Dark Skies' to be seen in their true wonder.2nd Poem in the Series: Peace & Tranquility: On Mars. This Poem was inspired by the film 'The Martian' released in 2015. Matt Damon was the single character actor that held center stage, in beautiful isolation (except for, in the film of certain death) As beng isolated on the Red Planet is Peaceful & Tranquil, but lethal.3rd Poem in the Series: Pillars of Creation: Hold our Hand.Pillars of Creation: Is a poem based around the rekindling of interest in them fromhe the Hubble Space Telescope in 1995.The magnificent photograph from Hubbs which has been adapted for this poem on the front cover.The photograph has been adapted showing succinctly a Gauntlet/Glove reaching out with the 3 fingered Pillars to the stars.4. Our Universe - But: An incoming/outgoing wave.Some think of string theory, others, that waves are involved etc.My poem postulates a possible cosmic wave outward from the Big Bang, in the order of present Scientific theory.5. Sagittarius A Star.: *The wonders of nature, beyond our goldfish bowl. The Cosmos unfolded into a glass onion, peturbedby NOTHING at all!***** Please leave your Review/feedback, many thanks. *****To see more Poems by the same Author please click the Link HERE:https://www.amazon.com/-/e/B00SG40RM8

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  Kickstart Artificial...

  Dr. S.Mahesh Anand

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  Master AI Fundamentals and Build Real-World Machine Learning and Deep Learning Solutions.
  Book Description
  AI is transforming industries, driving innovation, and shaping the future of technology. A strong foundation in AI fundamentals is essential for anyone looking to stay ahead in this rapidly evolving field.
  Kickstart Artificial Intelligence Fundamentals is a comprehensive companion designed to demystify core AI concepts, covering Machine Learning, Deep Learning, and Neural Networks. Tailored for all AI enthusiasts, this book provides hands-on Python implementation using the TensorFlow-Keras framework, ensuring a seamless learning experience from theory to practice.
  Bridging the gap between concepts and real-world applications, this book offers intuitive explanations, mathematical foundations, and practical use cases. Readers will explore supervised and unsupervised Machine Learning models, master Convolutional Neural Networks for image classification, and leverage Long Short-Term Memory networks for time-series forecasting. Each chapter includes coding examples and guided exercises, making it an invaluable resource for both beginners and advanced learners.
  Table of Contents
  1. Introduction and Evolution of AI Technologies
  2. Modern Approach to AI
  3. Introduction to Machine Learning
  4. Regression Versus Classification Model
  5. Naive Bayes as a Linear Classifier
  6. Tree-Based Machine Learning Models
  7. Distance-Based Machine Learning Models
  8. Support Vector Machines
  9. Introduction to Artificial Neural Networks
  10. Training Neural Networks
  11. Introduction to Convolutional Neural Networks
  12. Classification Using CNN
  13. Pre-trained CNN Architectures
  14. Introduction to Recurrent Neural Networks
  15. Introduction to Long Short-Term Memory (LSTM)
  16. Application of LSTM in NLP and TS Forecasting
  17. Emerging Trends and Ethical Considerations in AI       
  
  Index

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  Artificial General Intelligence...

  Julian Togelius

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  Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Most AI is narrowly specific; that is, it can only do a single thing, in a single context. For example, your spellchecker can't do mathematics, and the world's best chess-playing program can’t play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization. 
   
   
   
  Togelius starts by giving examples of narrow AI that have superhuman performance in some way. He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science. Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments. The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects. The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society.

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  Dimming the Sun - The Urgent...

  Thomas Ramge

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  A groundbreaking, vital examination of a powerful—and extremely controversial—stopgap solution to looming climate catastrophe 
   
   
   
  Earth stands at a tipping point. As we fail to curtail emissions fast enough, our planet stares down a cascade of imminent, catastrophic, and irreversible disaster triggered by climate change. Yet a potent technology already exists to buy us more time: solar geoengineering. Through methods such as atmospheric aerosols, human-generated cirrus clouds, and solar sails, we humans can—at least in the short term—slow the Earth's warming. Should we? 
   
   
   
  Award-winning science writer Thomas Ramge's Dimming the Sun is his provocative, informative, urgent, and necessary exploration of this intriguing stopgap solution. Ramge shows us how the science works, what the risks are—both geophysical and political—and how the international community might come together to agree on and regulate a safe and effective plan for geoengineering. And while he identifies the unknowns about the technology that remain, he believes this very uncertainty demands our full attention. With time to avert the worst of climate change rapidly running out, he makes a forceful case that the most responsible course of action is to dramatically increase research on solar geoengineering now—before it's too late.

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  Ransom War - How Cyber Crime...

  Max Smeets

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  This timely book explores the alarming rise of ransomware: malicious software blocking users from their systems or data until they've paid money to regain access or to prevent the release of sensitive information. High-profile British examples of the twenty-first century have targeted national libraries and healthcare organizations; in the US, hackers of Pennsylvania's Lehigh Valley Health Network held patient data hostage—when their demands went unmet, they published topless photographs of women with breast cancer. 
   
   
   
  The issue presents formidable challenges and costs for businesses, national security and, as the Pennsylvania case showed, individuals—often society's most vulnerable. But we can watch and learn from cyber extortionists, leaving us better prepared for next time. In 2022, a series of devastating ransomware attacks prompted Costa Rica's president to declare a national emergency, describing a "state of war." This episode had much to tell us about how these networks arise, operate, organize—and collapse. 
   
   
   
  Max Smeets's landmark study demystifies the ransomware playbook, from funding to networking. Through one of the largest ransomware operations on record, he reveals how this challenge has evolved, how it differs in substance and style from traditional cyber/hacking threats, and how to combat it.

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