Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Parallel and High Performance Programming with Python: Unlock Parallel and Concurrent Programming in Python using Multithreading CUDA Pytorch and Dask - cover
LER

Parallel and High Performance Programming with Python: Unlock Parallel and Concurrent Programming in Python using Multithreading CUDA Pytorch and Dask

Fabio Nelli

Editora: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopse

Unleash the capabilities of Python and its libraries for solving high performance computational problems. 
 Key Features ● Explores parallel programming concepts and techniques for high-performance computing. ● Covers parallel algorithms, multiprocessing, distributed computing, and GPU programming. ● Provides practical use of popular Python libraries/tools like NumPy, Pandas, Dask, and TensorFlow. 
Book DescriptionThis book will teach you everything about the powerful techniques and applications of parallel computing, from the basics of parallel programming to the cutting-edge innovations shaping the future of computing. The book starts with an introduction to parallel programming and the different types of parallelism, including parallel programming with threads and processes. The book then delves into asynchronous programming, distributed Python, and GPU programming with Python, providing you with the tools you need to optimize your programs for distributed and high-performance computing. The book also covers a wide range of applications for parallel computing, including data science, artificial intelligence, and other complex scientific simulations. You will learn about the challenges and opportunities presented by parallel computing for these applications and how to overcome them. By the end of the book, you will have insights into the future of parallel computing, the latest research and developments in the field, and explore the exciting possibilities that lie ahead. 
What you will learn● Build faster, smarter, and more efficient applications for data analysis, machine learning, and scientific computing● Implement parallel algorithms in Python● Best practices for designing, implementing, and scaling parallel programs in Python 
Who is this book for?This book is aimed at software developers who wish to take their careers to the next level by improving their skills and learning about concurrent and parallel programming. It is also intended for Python developers who aspire to write fast and efficient programs, and for students who wish to learn the fundamentals of parallel computing and its practical uses. 
Table of Contents1. Introduction to Parallel Programming 2. Building Multithreaded Programs 3. Working with Multiprocessing and mpi4py Library4. Asynchronous Programming with AsyncIO5. Realizing Parallelism with Distributed Systems 6. Maximizing Performance with GPU Programming using CUDA7. Embracing the Parallel Computing Revolution8. Scaling Your Data Science Applications with Dask9. Exploring the Potential of AI with Parallel Computing10. Hands-on Applications of Parallel Computing
Disponível desde: 11/02/2025.
Comprimento de impressão: 392 páginas.

Outros livros que poderiam interessá-lo

  • Artificial intelligence for beginners - cover

    Artificial intelligence for...

    Astrid Howe

    • 0
    • 0
    • 0
    Artificial Intelligence (AI) has become one of the most exciting and rapidly growing fields in technology, with applications ranging from self-driving cars to virtual personal assistants. However, for those who are new to the subject, the vast amount of information can be overwhelming. This book is designed to provide an accessible introduction to AI for beginners, breaking down complex concepts into easy-to-understand language. 
    In this book, you will learn:The basics of machine learning, including supervised and unsupervised learningThe fundamentals of neural networks and how they workThe concept of deep learning and how it is transforming various industriesThe different types of AI algorithms and their applicationsThe ethical considerations of AI and its impact on society 
    And Much More!... 
    Written in a clear and concise manner, Artificial Intelligence for Beginners is an excellent starting point for anyone who wants to learn more about this fascinating subject. 
    Whether you are a student, a professional, or simply curious about AI, this book will provide you with a solid foundation to build upon. 
    So why wait? Dive into the world of Artificial Intelligence today and see how it can transform the way we live and work. 
     
    Ver livro
  • Software Development Metrics - A Comprehensive Guide to Measure Improve and Succeed - cover

    Software Development Metrics - A...

    Jacob Richardson

    • 0
    • 0
    • 0
    In the dynamic world of software development, success hinges on more than just writing code—it requires insightful measurement and analysis.  “Software Development Metrics" offers a comprehensive guide to understanding, implementing, and leveraging metrics to drive efficiency, quality, and innovation in software projects. 
    From the foundational principles of metrics to advanced techniques and emerging trends, this book covers it all. Readers will discover how to select the right metrics to align with business objectives, measure team performance, track product quality, and optimize development processes. 
    Drawing on real-world case studies and expert insights, "Software Development Metrics" equips readers with practical strategies for implementing metrics effectively, fostering a culture of measurement, and addressing ethical considerations. Whether you're a software developer, team lead, project manager, or executive, this book provides invaluable guidance for harnessing the power of metrics to propel your projects to success. 
    With a blend of theory, practical advice, and future-oriented insights, "Software Development Metrics" is essential reading for anyone seeking to navigate the complex landscape of software development with clarity, confidence, and purpose. 
     
    Ver livro
  • The UFO Experience - Evidence Behind Close Encounters Project Blue Book and the Search for Answers - cover

    The UFO Experience - Evidence...

    J. Allen Hynek, Paul Hynek

    • 0
    • 0
    • 0
    The case against UFOs and unidentified aerial phenomena (UAP) has not been put to rest. Although UFOs "officially" did not exist for decades according to the government, reports of sightings continue to be made, and the latest releases from the government and related hearings have surprised the world. While the scientific community has put UFOs out to pasture, the evidence used to dismiss them is rare and unscientific. 
     
     
      
    Dr. Hynek, a scientist himself, and the only government-paid ufologist in history, looks at the decisions made by officialdom in the early days of ufology and how these decisions have held us back—to the point that we are still naively talking about UFOs as we were in the 1950s. Has seventy years of research made no difference at all in our understanding? 
     
     
      
    Dr. Hynek proves that there is a conspiracy afoot to hide the facts and that there are many cases that still need to be explained by mainstream science—not dismissed with facile jokes and stupid logic. Citing specific cases, Hynek challenges those in the ivory tower by raising questions that have still not been answered and refuting mainstream arguments that have yet to be proven.
    Ver livro
  • Infectious Diseases - Diagnosis Treatment and Prevention - cover

    Infectious Diseases - Diagnosis...

    Ava Westwood

    • 0
    • 0
    • 0
    Infectious diseases have long been a significant cause of morbidity and mortality worldwide, with their impact felt in both developed and developing countries. These diseases are caused by harmful microorganisms, including bacteria, viruses, fungi, and parasites, which invade the body and disrupt normal functions. The nature of infectious diseases varies widely, from the mild common cold to severe and life-threatening conditions such as HIV/AIDS, tuberculosis, and COVID-19. Understanding the factors that contribute to the spread of infections, the mechanisms through which they affect the body, and the ways to diagnose, treat, and prevent them is vital for public health efforts and individual well-being. 
    The transmission of infectious diseases can occur through various routes, including direct contact with infected individuals, airborne transmission, contaminated food and water, and vector-borne transmission through insects. The ease with which infectious diseases spread makes them a persistent global concern, particularly in areas with limited access to healthcare, sanitation, and clean water. Environmental factors such as climate change, urbanization, and population movement further exacerbate the spread of diseases, often leading to epidemics and pandemics. 
    Advancements in medical science and public health have enabled significant progress in diagnosing and treating infectious diseases. Early detection through diagnostic tools such as laboratory testing and imaging allows for more targeted interventions. In addition to traditional treatments, the development of vaccines has revolutionized disease prevention, providing immunity against some of the most dangerous pathogens. However, challenges such as antimicrobial resistance (AMR) and emerging infectious diseases continue to pose threats to global health, necessitating ongoing research and innovation in both treatment and prevention strategies.
    Ver livro
  • Unlock Wealth: Secrets for Thriving Retirement - "Discover the secrets to a thriving retirement! Dive into our captivating audiobook 'Unlock Wealth' and secure your financial future!" - cover

    Unlock Wealth: Secrets for...

    Bramwell Kincade

    • 0
    • 0
    • 0
    Unlock Wealth: Secrets for Thriving Retirement 
    ⭐⭐ Simplified Guide & Explanations Included ⭐⭐ 
    Are you ready to elevate your financial journey and ensure a secure future as you approach retirement?  
    Searching for an all-inclusive guide that covers every essential aspect for achieving financial freedom? 
    Your search is over! 
    This audiobook serves as your ultimate resource for enriching your financial knowledge, applying effective strategies, and engaging in practical exercises. With this guide, you're set for success. 
    Updated to reflect the latest financial concepts and retirement strategies. 
    Key features of this comprehensive guide: 
    - In-depth insights into achieving fulfillment and financial security 
    - Clear explanations of essential retirement planning concepts 
    - Proven strategies for effective financial preparation and goal attainment 
    Our guide stands out through its thorough coverage, which is crucial for your journey toward financial success. Concepts are not just brushed over; they are explored with clarity and depth. 
    Crafted with a straightforward structure and accessible language, our guide ensures seamless transitions between topics. Say goodbye to confusing jargon and embrace clear, precise, and technically accurate content. 
    So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your path to financial empowerment and a thriving retirement! 
    Unlock your potential with Unlock Wealth: Secrets for Thriving Retirement!
    Ver livro
  • Saving Nature One Yard at a Time - How to Protect and Nurture Our Native Species - cover

    Saving Nature One Yard at a Time...

    David Deardorff, Kathryn Wadsworth

    • 0
    • 0
    • 0
    Discover 100 ways to support endangered plant and wildlife species in your community and beyond. 
     
     
     
    David Deardorff and Kathryn Wadsworth present 100 home projects designed to inspire and empower anyone who wants to help save our native flora and fauna in the face of habitat loss and climate change. This book focuses on saving creatures and plants that are especially vulnerable but that can be successfully helped by our efforts, such as bees, frogs, butterflies, birds, trees, and wildflowers. Each project meets four crucial criteria: (1) it will make a significant difference to the survival of the species, (2) has a high likelihood of success, (3) is easy to implement, and (4) is family-friendly. 
     
     
     
    The book raises awareness of endangered species that readers can help by undertaking projects unique to their bioregion. Examples include building an amphibian house for salamanders, raising tadpoles, creating nesting sites for bees, and much more. Saving Nature One Yard at a Time is an inspirational and practical compendium that will give listeners the knowledge and tools they need to take an active role in nurturing the world around us, no matter we live.
    Ver livro