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  Mastering Computer Vision with...

  M. Arshad Siddiqui

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  Unleashing the Power of Computer Vision with PyTorch 2.0.
  Book DescriptionIn an era where Computer Vision has rapidly transformed industries like healthcare and autonomous systems, PyTorch 2.0 has become the leading framework for high-performance AI solutions. [Mastering Computer Vision with PyTorch 2.0] bridges the gap between theory and application, guiding readers through PyTorch essentials while equipping them to solve real-world challenges.
  Starting with PyTorch’s evolution and unique features, the book introduces foundational concepts like tensors, computational graphs, and neural networks. It progresses to advanced topics such as Convolutional Neural Networks (CNNs), transfer learning, and data augmentation. Hands-on chapters focus on building models, optimizing performance, and visualizing architectures. Specialized areas include efficient training with PyTorch Lightning, deploying models on edge devices, and making models production-ready.
  Explore cutting-edge applications, from object detection models like YOLO and Faster R-CNN to image classification architectures like ResNet and Inception. By the end, readers will be confident in implementing scalable AI solutions, staying ahead in this rapidly evolving field. Whether you're a student, AI enthusiast, or professional, this book empowers you to harness the power of PyTorch 2.0 for Computer Vision.
  Table of Contents1. Diving into PyTorch 2.02. PyTorch Basics3. Transitioning from PyTorch 1.x to PyTorch 2.04. Venturing into Artificial Neural Networks5. Diving Deep into Convolutional Neural Networks (CNNs)6. Data Augmentation and Preprocessing for Vision Tasks7. Exploring Transfer Learning with PyTorch8. Advanced Image Classification Models9. Object Detection Models10. Tips and Tricks to Improve Model Performance11. Efficient Training with PyTorch Lightning12. Model Deployment and Production-Ready Considerations       Index

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  Land of Milk and (no) Money

  Roger Evans

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  Roger Evans has been an articulate dairy and poultry farmer all his life. From his Shropshire farm, he writes his diary in a well-informed, realistic and funny way, covering all aspects of his life as a farmer today.   
  In this book Roger talks about ratting, a particular cheeky robin, Gomer's latest weight problem and the challenges of being a dairy farmer during a national crisis.   
  But in the countryside the good things still prevail: the local pub, the burgeoning hedgerows, tenacious wildlife, ingenious farm dogs and let's not forget Roger's plastic swans.

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  2047 - Fictional Stories of...

  Dr. Jawahar Surisetti

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  "2047" by eminent futurist and psychologist Dr Jawahar Surisetti, offers a compelling glimpse into India's future, a century after gaining independence. Through interconnected stories, it paints a vivid picture of India's global prominence. showcasing its technological supremacy, robust healthcare and education systems, sustainable agriculture practices, pioneering space exploration endeavours, modern infrastructure, and efficient transportation networks. Each narrative thread illuminates India's ascent as a superpower, emphasising its leadership in various fields while highlighting the nation's commitment to progress, innovation, and inclusive development. "2047" celebrates India's journey towards prosperity and influence on the world stage, offering a hopeful vision of the nation's future achievements.

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  Mind Control - An Owner's Manual...

  Michael Mathiesen

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  A.I. or - Thinking outside the box!  Mind Control is the first Owner's Manual that will help usher in a new species of human being, a species who will respect their home planet and put it first above all other priorities. I call him 'Homo Planetae' or Man of the Planet. Homo Sapiens or the Wise Man is no longer viable since it is this species that has brought us to the edge of extinction and the total destruction of this planet's habitat - something no other creature in history has been so careless and greedy to do. We did that. An evolutionary branching off of an obsolete species and onto a new more advanced creature is now taking place right before our eyes, but 'None are so blind as those who will not see.' 
  Through your increased abilities of using your mind or 'Mind Control' as this author defines it - we still have a chance to redeem ourselves and save this planet. But time is of the essence and is rapidly running fading.  It's only by casting off the mind control by evil forces for the last few billion years that we have a chance to advance our civilization past the next few decades and on into the far distant future.  Failing this adventure, we will surely go extinct in a few years. 
  The ways in which we are mind controlled by our government and our corporations, our religions are profound yet so subtle we don't even think about it until it's too late.  In this book you will find the new rules of our future evolution, some mind control exercises that will make you more in charge of your life and ways to turn us away from our current path towards the precipice, oblivion, the cliff. It's not out of the question, but every day we put off joining the growing list of people who know about Mind Control and the Owner's Manual, the greater are the chances that we may be able to save ourselves. All future generations will thank us - but only if YOU show you are part of us. 

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  SQL for Data Analysis -...

  SAM CAMPBELL

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  Dive into the world of data analysis with "SQL for Data Analysis: Harnessing the Power of SQL for Insightful Data Exploration," your essential guide to becoming proficient in using Structured Query Language (SQL) to uncover insights from data. Designed specifically for beginners, this book demystifies SQL, making it accessible to anyone with an interest in data analysis, regardless of their background. 
  SQL is the cornerstone of effective data analysis and is a must-know for aspiring data analysts, marketers, business analysts, and anyone who finds themselves working with data. This book starts from the fundamentals, introducing you to databases and how SQL is used to communicate with them. You'll learn about tables, data types, and schemas, setting a solid foundation for more advanced topics. 
  "SQL for Data Analysis: Harnessing the Power of SQL for Insightful Data Exploration" guides you step by step through the process of writing SQL queries to manipulate and query data effectively. You'll learn how to filter, sort, and aggregate data to answer real-world questions. Each chapter introduces a new concept or command, from basic SELECT statements to JOINs and subqueries, with clear explanations and practical examples. 
  As data continues to play a critical role in decision-making across industries, the skills you'll acquire from this book are highly valuable and widely applicable. "SQL for Data Analysis" also provides guidance on how to continue advancing your SQL skills, including resources for further learning and how to stay up-to-date with SQL standards and best practices. 
  "SQL for Data Analysis: Harnessing the Power of SQL for Insightful Data Exploration" offers a clear, comprehensive, and engaging path to mastering SQL and unlocking the potential of data analysis to inform decisions, solve problems, and drive strategies.

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  Cyber Wargaming - Research and...

  Nina A. Kollars, Benjamin H....

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  Government, industry, and academia need better tools to explore threats, opportunities, and human interactions in cyberspace. The interactive exercises called cyber wargames are a powerful way to solve complex problems in a digital environment that involves both cooperation and conflict. Cyber Wargaming is the first book to provide both the theories and practical examples needed to successfully build, play, and learn from these interactive exercises. 
   
   
   
  The contributors to this book explain what cyber wargames are, how they work, and why they offer insights that other methods cannot match. The lessons learned are not merely artifacts of these games—they also shed light on how people interpret and interact with cyberspace in real life. This book covers topics such as cyber action during conventional war, information effects in conflict scenarios, individual versus group decision-making, the intersection of cyber conflicts and nuclear crises, business resilience, emerging technologies, and more. 
   
   
   
  Cyber Wargaming will be a vital resource for listeners interested in security studies and wargame design in higher education, the military, and the private sector.

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