Outros livros que poderiam interessá-lo

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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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  From Terrain to Brain - Forays...

  Erika Szymanski

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  In From Terrain to Brain, Professor Erika Szymanski makes wine science accessible to non-experts. Rather than approach wine science as body of facts about wine, Szymanski explores how wine science can open up multiple ways of seeing, understanding, and appreciating wine. 
   
   
   
  Too often, wine science is presented as a comprehensive body of knowledge that enthusiasts aiming to become experts should memorize. This book instead uses scientific research to explore wine as an endlessly rich cultural phenomenon. By foregrounding recent research and developments in wine science, From Terrain to Brain presents wine science as a work-in-progress rather than a codified body of knowledge. 
   
   
   
  Each chapter takes listeners on a journey or "foray" through a topic in wine science, such as minerality, climate, microbiome, and yeast. Chapters are organized from "terrain" (geography, terroir, soil) and cell "membrane" (microbiology) through "brain" (the experience of tasting) and "drain" (sustainability). Throughout, From Terrain to Brain emphasizes that wine science, wine culture, and tradition are interconnected and places scientific research in social and historical context.

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  Ultimate Event-Driven...

  Gopal Sharma

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  Build high-performance, scalable, and resilient systems using Python and Kafka.
  Book Description
  Python’s simplicity and flexibility, combined with Apache Kafka’s high-throughput, fault-tolerant messaging system, make them a powerful duo for building scalable, event-driven applications. Ultimate Event-Driven Architecture with Python and Apache Kafka brings together these two technologies to help developers and architects design modern, asynchronous systems capable of handling real-time data at scale.
  The book begins by introducing the fundamentals of Event-Driven Architecture (EDA), including its core principles, benefits, and real-world relevance. It then explores the essential components of an EDA system, guiding readers through design patterns, message flow, and architectural considerations. Security, testing, and observability are covered in depth to ensure robust and reliable systems.
  Later chapters dive into Apache Kafka concepts and demonstrate how to build and deploy practical, real-world solutions using Python. Hands-on examples and a complete use case walk-through ensure that readers can confidently apply what they’ve learned in production scenarios.
  Whether you're modernizing legacy systems or architecting from scratch, this book equips you to build event-driven systems that are scalable, resilient, and future-ready. Start your EDA journey with Python and Kafka today!
  Table of Contents
  1. Event-Driven Architecture: Introduction
  2. Components of Event-Driven Architecture
  3. Event-Driven Architecture: Real-World Examples
  4. Designing Event-Driven Architecture
  5. Security Best Practices
  6. Testing and Debugging
  7. Monitoring
  8. Apache Kafka: Concept
  9. Real-World Use Case with Python and Kafka      
  
  Index

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  Evolution's Final Days - The...

  John Morrison

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  The Theory of Evolution Is In a Crisis 
  In the updated second edition of Evolution's Final Days, John Morrison presents compelling arguments and new evidence that challenge the mainstream understanding of evolution. This edition is enriched with additional chapters and fully sourced information. 
  Jun-Yuan Chen, a renowned paleontologist, once observed: "In China, we can criticize Darwin, but not the government. In America, you can criticize the government, but not Darwin." This statement underscores the controversial nature of evolutionary theory—a central theme of Morrison’s book. 
  Evolution's Final Days explores the complexities of evolution as it is currently taught in educational institutions worldwide. From the primordial soup to the diverse species inhabiting the Earth today, including the descent of humans from apes, Morrison scrutinizes these concepts. He then unveils what textbooks omit, casting the theory of evolution in a radically new light. 
  By the end of this book, readers will understand why the traditional narrative of evolution might not hold up as claimed. Morrison calls for a community-driven approach to advocate for scientific integrity and a true representation of evolutionary theory. 
  This book is designed to provoke thought, whether you're a newcomer to the topic or a seasoned scholar with a PhD in evolutionary studies. Prepare to challenge what you've been told and discover intriguing facts that could reshape your understanding of life itself. 
  Dive into the debate and see why Evolution's Final Days claims that the theory of evolution is nearing its end. Click the "Buy Now" button and start your journey into the science behind evolution's controversial discussion today!

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  Scary Smart: Book Summary &...

  Briefly Summaries

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  This is a concise summary and analysis of Scary Smart, by Mo Gawdat.
   
  It is not the original book and is not affiliated with or endorsed by Mo Gawda.
   
  Ideal those seeking a quick and insightful overview.
   
  Scary Smart explores the rise of artificial intelligence and its potential to shape the future of humanity. The book discusses how AI is evolving at an unprecedented pace and the responsibility that humans have in ensuring it serves the greater good. With a focus on the ethical challenges and societal impacts, it provides a roadmap for navigating the complex relationship between humans and machines, offering insights on how we can guide AI development for a positive future.

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  Every Storm Runs Out of Rain -...

  Amy Moudy Comeau

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  A week-by-week account of the COVID-19 pandemic through the eyes of a different kind of health care front line worker—a marketing leader—at one of the nation’s and world’s leading health care systems.  
  "This candid collection of daily emails from a health industry insider offers a unique glimpse at the daily realities of working during Covid. From pandemic fatigue to staycations and Thanksgivings on Zoom, these stories will take you back to a time you might want to forget. Despite the understandable urge to leave the pandemic behind, Comeau proves that sometimes looking back can not only be therapeutic ... it might offer exactly the perspective we all need to continue to move forward too."  
  - Rohit Bhargava, WSJ Bestselling Author of Non-Obvious Thinking + Non-Obvious Megatrends 
  During the early stages of coronavirus, Amy Moudy Comeau, MBA, an award-winning and acclaimed marketing executive, began writing weekly emails to her Emory Healthcare marketing team every Friday, as a form of encouragement and support to get them through eight weeks of shelter-in-place, which turned into a three-year pandemic. 
  Amy’s Friday emails became a weekly tradition, providing support and even levity during this transformational time. Years later, these time-stamped entries, along with present-day commentary from the author giving insight and hindsight reflections on the pandemic, leadership, self-care and marketing, provide a unique snapshot back into those “unprecedented” days of the pandemic.  
  Every Storm Runs Out of Rain gives insightful lessons on leadership and resilience, and finding the silver lining in the middle of a crisis. 

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