Altri libri che potrebbero interessarti

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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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  100 Amazing Facts about Video...

  Marc Dresgui

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  "100 Amazing Facts About Video Games": Dive into the Captivating World of Video Games! Are you ready to explore the secrets and fascinating stories behind the video games your children love? 🕹️ 
  Have you ever wondered:What was the first video game and how did it revolutionize entertainment?How can video games be used in education and skill development?What are the effects of video games on behavior and mental health?How do video games influence popular culture and media?What is the true story behind famous game franchises like Mario or Zelda?How are virtual and augmented reality technologies transforming gameplay?What games have marked a turning point in video game history?What is the economic impact of the video game industry on a global scale?How has the representation of diversity and inclusion evolved in video games?What is the role of esports and how is it transforming the video game landscape? 
  Why offer this book to your child:Educational and Informative: The book offers rich and diverse content, perfect for educating young minds about the different aspects of the video game industry.Promotes Critical Thinking: By presenting different viewpoints on video games, the book encourages readers to develop a more nuanced understanding of this medium.Supports Children's Interests: If your child is passionate about video games, this book will allow them to explore their passion constructively.Broadens Horizons: "100 Amazing Facts About Video Games" offers a wider perspective on how video games affect various aspects of our society and culture. 
  Give your children the chance to discover the world of video games from a new and enriching angle.

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  Ultimate Parallel and...

  Nabanita Dash

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  Unleash Julia’s power: Code Your Data Stories, Shape Machine Intelligence!
  Book Description
  This book takes you through a step-by-step learning journey, starting with the essentials of Julia's syntax, variables, and functions. You'll unlock the power of efficient data handling by leveraging Julia arrays and DataFrames.jl for insightful analysis. Develop expertise in both basic and advanced statistical models, providing a robust toolkit for deriving meaningful data-driven insights. The journey continues with machine learning proficiency, where you'll implement algorithms confidently using MLJ.jl and MLBase.jl, paving the way for advanced data-driven solutions. Explore the realm of Bayesian inference skills through practical applications using Turing.jl, enhancing your ability to extract valuable insights. The book also introduces crucial Julia packages such as Plots.jl for visualizing data and results.
  The handbook culminates in optimizing workflows with Julia's parallel and distributed computing capabilities, ensuring efficient and scalable data processing using Distributions.jl, Distributed.jl and SharedArrays.jl. This comprehensive guide equips you with the knowledge and practical insights needed to excel in the dynamic field of data science and machine learning.
  Table of Contents
  1. Julia In Data Science Arena
  2. Getting Started with Julia
  3. Features Assisting Scaling ML Projects
  4. Data Structures in Julia
  5. Working With Datasets In Julia
  6. Basics of Statistics
  7. Probability Data Distributions
  8. Framing Data in Julia
  9. Working on Data in DataFrames
  10. Visualizing Data in Julia
  11. Introducing Machine Learning in Julia
  12. Data and Models
  13. Bayesian Statistics and Modeling
  14. Parallel Computation in Julia
  15. Distributed Computation in Julia
  Index

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  Interpretability and...

  Aruna Chakkirala

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  Demystify AI Decisions and Master Interpretability and Explainability Today
  Book Description
  Interpretability in AI/ML refers to the ability to understand and explain how a model arrives at its predictions. It ensures that humans can follow the model's reasoning, making it easier to debug, validate, and trust.
  Interpretability and Explainability in AI Using Python takes you on a structured journey through interpretability and explainability techniques for both white-box and black-box models.
  You’ll start with foundational concepts in interpretable machine learning, exploring different model types and their transparency levels. As you progress, you’ll dive into post-hoc methods, feature effect analysis, anchors, and counterfactuals—powerful tools to decode complex models. The book also covers explainability in deep learning, including Neural Networks, Transformers, and Large Language Models (LLMs), equipping you with strategies to uncover decision-making patterns in AI systems.
  Through hands-on Python examples, you’ll learn how to apply these techniques in real-world scenarios. By the end, you’ll be well-versed in choosing the right interpretability methods, implementing them efficiently, and ensuring AI models align with ethical and regulatory standards—giving you a competitive edge in the evolving AI landscape.
  Table of Contents
  1. Interpreting Interpretable Machine Learning
  2. Model Types and Interpretability Techniques
  3. Interpretability Taxonomy and Techniques
  4. Feature Effects Analysis with Plots
  5. Post-Hoc Methods
  6. Anchors and Counterfactuals
  7. Interpretability in Neural Networks
  8. Explainable Neural Networks
  9. Explainability in Transformers and Large Language Models
  10. Explainability and Responsible AI      
  
  Index

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  The Sleep Solution - A Health...

  Dr. Ferghal Armstrong

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  Sleep is the foundation of good health, yet millions of people struggle to achieve the rest they need. In "The Sleep Solution," Dr. Ferghal Armstrong, a respected specialist in addiction and lifestyle medicine, provides health professionals with the tools and insights to address sleep disorders and promote restorative sleep for their patients. 
  This comprehensive guide explores the science of sleep, offering practical strategies and the latest advancements in sleep medicine. Perfect for health practitioners at any level, "The Sleep Solution" covers: 
  The Physiology of Sleep: Understand the stages of sleep, circadian rhythms, and how sleep affects overall health. 
  Insomnia Management: Explore effective treatments like Cognitive Behavioral Therapy for Insomnia (CBT-I), pharmacological solutions, and complementary therapies. 
  Sleep Apnea and Breathing Disorders: Learn to diagnose and treat obstructive and central sleep apnea with CPAP therapy, oral appliances, and surgical interventions. 
  Technological Advances: Discover cutting-edge tools like sleep tracking devices, telemedicine, and AI-driven sleep coaching to monitor and improve sleep. 
  Pediatric Sleep: Navigate the unique sleep challenges of infants, children, and teenagers, promoting better sleep hygiene for young patients. 
  Sleep and Mental Health: Delve into the interconnectedness of sleep and mental well-being, with practical approaches to improve both. 
  Special Populations: Tailored advice for older adults, shift workers, athletes, and pregnant women, helping them achieve better sleep. 
  About the Author 
  Dr. Ferghal Armstrong is a Fellow of the Australasian Chapter of Addiction Medicine (FAChAM) and the Australasian Society of Lifestyle Medicine (ASLM). He is also a Medication-Assisted Treatment for Opioid Dependence (MATOD) trainer, with extensive experience in the intersection of lifestyle medicine and sleep health.

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  The Polyvagal Theory - A...

  Dorian Franklin

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  Leverage the cutting-edge scientific discovery of the polyvagal theory and unlock your body's natural self-healing capabilities with this definitive guide! 
  If you are tired of having to deal with brain fogs, creative blocks, panic attacks, as well as other mental disorders, if you're sick of struggling with chronic illnesses with seemingly no end in sight, then you've come to the right place. 
  Since the discovery of the Polyvagal Theory by Dr Stephen Porges, the scientific community have been astonished at the vast potential of the vagus nerve. In this guide, Dorian Franklin hands you the blueprint to applying this amazing discovery to improve the quality of your own life. 
  Among the insights contained in Polyvagal Theory, you're going to discover:All you need to know about the breakthrough discovery of the Polyvagal TheoryA concise guide to the human nervous system, from the central and peripheral nervous system to the sympathetic and parasympathetic nervous systemHow to harness the powerful knowledge of the polyvagal theory to rid yourself of physical and mental disorders permanentlyHow the Polyvagal Theory can help us regulate our emotions and manage extreme stress and anxiety3 dead simple ways to deal with nervous system fatigue and prevent nervous breakdowns...and tons more! 
  It doesn't matter whether you're a student and are simply looking to understand this groundbreaking discovery, or you're a professional therapist or clinical psychologist looking for new ways to work with trauma patients, the insights and practical advice contained in this guide will give you everything you need to apply the Polyvagal Theory in your daily life and work.Scroll to the top of the page and click the "Buy Now" button to get started today!

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