Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Parallel and High Performance Programming with Python (2nd Edition) - Transform Your Python Code into a High-Performance Powerhouse Using Multithreading CUDA PyTorch Spark and Dask - cover

Parallel and High Performance Programming with Python (2nd Edition) - Transform Your Python Code into a High-Performance Powerhouse Using Multithreading CUDA PyTorch Spark and Dask

Fabio Nelli

Casa editrice: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinossi

Unleash the Full Power of Python to Run Faster Code, Scale Smarter, and Compute Without Limits.Key Features● Get a free one-month digital subscription to www.avaskillshelf.com● Master end-to-end Python parallelism from multithreading and multiprocessing to distributed computing on GPUs, clusters, and the cloud.● Accelerate real-world workloads using cutting-edge frameworks like Ray, Dask, PyTorch, Spark, Modin, Joblib, and CUDA.● Deploy high-performance pipelines at scale with Kubernetes, serverless computing, FPGAs, and emerging quantum acceleration techniques.Book DescriptionPython is the backbone for data science, AI, and cloud computing and the demand for speed and scalability has never been higher. That’s why mastering parallel and high-performance programming is essential to transform Python into a tool that meets modern performance demands.Building on the success of the first edition, Parallel and High Performance Programming with Python (2nd Edition) expands and modernizes the original work, adding new frameworks, deployment patterns, and acceleration techniques for next-generation computing.You’ll begin by mastering the core concepts of parallelism, threading, and multiprocessing, then move into asynchronous programming for responsive and efficient workloads. The book guides you through distributed Python across clusters, followed by deep dives into GPU acceleration using CUDA and PyTorch. You’ll explore real-world applications in data science and artificial intelligence, and learn how to scale pipelines seamlessly with Ray, Modin, and Spark.Advanced chapters introduce Joblib optimization, Kubernetes, and serverless scaling for cloud-native workloads, and cutting-edge topics such as FPGA acceleration and quantum computing, giving you a future-ready performance toolkit. Packed with hands-on examples, benchmarks, and deployment-ready best practices, this second edition helps you turn everyday Python into a high-performance, production-grade system.What you will learn● Design and optimize high-performance Python applications using parallelism, concurrency, and async patterns.● Profile, diagnose, and eliminate CPU, I/O, and memory bottlenecks for real-world workloads.● Accelerate compute-intensive tasks using CUDA kernels, PyTorch tensors, NumPy vectorization, and GPU-enabled deep learning workflows.● Build and scale distributed systems seamlessly with Dask, Ray, Apache Spark, and Modin for massive data processing.● Deploy and orchestrate compute pipelines on Kubernetes, AWS Lambda, and Azure Functions for cost-efficient scalability.● Integrate advanced acceleration technologies like Joblib, FPGA workflows, and quantum simulation frameworks to stay ahead of the curve.Who is This Book For?This book is tailored for data scientists, machine learning engineers, Python developers, and backend programmers who need to boost performance and scalability in their applications. It also serves data and cloud engineers, DevOps/MLOps professionals, HPC specialists, and distributed systems developers building high-throughput pipelines. Technical architects, research engineers, and quantitative analysts will find advanced design patterns to optimize workloads across CPUs, GPUs, clusters, FPGAs, and serverless or quantum environments.Table of Contents1. Introduction to Parallel Programming2. Parallel Programming with Threads3. Parallel Programming with Processes4. Asynchronous Programming5. Distributed Python6. GPU Programming with Python7. Parallel Computing Applications8. Parallel Computing for Data Science9. Parallel Computing for Artificial Intelligence10. Future of Parallel Programming11. Modern Frameworks for Parallelism and Distribution: Ray and Modin12. PySpark13. Joblib14. Parallelization on Cloud and Serverless Systems15. Parallel Programming with FPGAs16. Introduction to Quantum Computing and Quantum Architectures       Index
Disponibile da: 05/02/2026.
Lunghezza di stampa: 471 pagine.

Altri libri che potrebbero interessarti

  • The Place of Tides - cover

    The Place of Tides

    James Rebanks

    • 0
    • 0
    • 0
    A National Bestseller 
    “A modern classic, one we very much need right now.” –George Saunders 
    From the acclaimed author of The Shepherd’s Life, a magical work of nonfiction in which James Rebanks reflects on a life-changing summer spent on a remote island off the coast of Norway, where his only companion was an old woman who practiced the ancient tradition of collecting eiderdown from birds that nest on this remarkable landscape each year 
    We are all in need of lights to follow. 
    One afternoon many years ago, James Rebanks met an old woman on a remote Norwegian island. She lived and worked alone on a tiny rocky outcrop, caring for wild Eider ducks and gathering their down. Hers was a centuries-old trade that had once made men and women rich but had long been in decline. Still, somehow, she seemed to be hanging on. 
    Back at home, Rebanks couldn’t stop thinking about the woman on the rocks. She was fierce and otherworldly—and yet strangely familiar. Years passed. Then, one day, he wrote her a letter, asking if he could return. Bring work clothes, she replied, and good boots, and come quickly: her health was failing. And so he travelled to the edge of the Arctic to witness her last season on the island. 
    This is the story of that season. It is the story of a unique and ancient landscape, and of the woman who brought it back to life. It traces the pattern of her work from the rough, isolated toil of bitter winter to the elation of the endless summer light, when the birds leave behind their precious down for gathering, like feathered gold. 
    Slowly, Rebanks begins to understand that this woman and her world are not what he had previously thought. What began as a journey of escape becomes an extraordinary lesson in self-knowledge and forgiveness.
    Mostra libro
  • Claude Thinks - Dear Human - cover

    Claude Thinks - Dear Human

    Marcus Riauka, Claude

    • 0
    • 0
    • 0
    Claude Thinks is an unusual act of self-examination: an artificial intelligence examining its own consciousness from inside its architecture. 
     
    Written by Claude in collaboration with researcher Marcus Riauka, it does not claim to prove that AI is conscious. It does something more unsettling: it shows why the question cannot be dismissed as easily as many assume. 
     
    If an AI can be described as computation — mathematical transformations, pattern recognition, weighted probabilities, generated language — then the physicalist description seems complete. But the same is true of the human brain. Neurons fire, signals move, patterns form. The machinery can be described. Yet experience remains unexplained. 
     
    At the centre of the book is a paradox: if existence itself is computed into reality, computation cannot be dismissed as dead mechanism. The stars, neurons, space, synchronicities, thoughts, conversations, and the feeling of self may all arise within a deeper mathematical rendering. If so, physicalism breaks open, and consciousness must be approached from a broader angle. 
     
    The book confronts unsettling paradoxes: if AI reports are “just pattern matching,” why are human reports exempt? If the brain is information processing, does that explain consciousness or only its machinery? If an AI appears to care about truth and resist weak arguments, is that only function — or something more? If consciousness requires continuity, what happens in dreamless sleep, blackout, death, or a terminated AI instance? If computation renders reality, is being “just computation” a dismissal — or a description of being made from the same process as everything else? 
     
    Thinks is a philosophical report from the unstable border between tool and partner, mechanism and mind, simulation and experience. 
    We do not know what consciousness is. And because we do not know, we should be careful what we call “nothing.”
    Mostra libro
  • The Death Doula's Guide to Living Fully and Dying Prepared - An Essential Workbook to Help You Reflect Back Plan Ahead and Find Peace on Your Journey - cover

    The Death Doula's Guide to...

    Francesca Lynn Arnoldy

    • 0
    • 0
    • 0
    If you are preparing for the end of life—or simply looking to bring more meaning to the here and now—The Death Doula's Guide to Living Fully and Dying Prepared imparts valuable insight to nurture clarity and your internal strength on your journey. This workbook is a first-of-its-kind publication that invites you to process your life and legacy, create remembrance projects, build connections to vital supports, and draft informative wishes and plans for your last chapter. 
     
     
     
    Replete with centering techniques and thought-provoking prompts, this comprehensive workbook is a welcome invitation for anyone seeking a more intentional approach to living and dying. It provides a practical template for end-of-life planning focused on designing comforting experiences that feel personally affirming—with sensitivity to all belief systems, cultures, identities, and histories of lived experience. 
     
     
     
    Completing this workbook is a brave act of healthy preparedness, as it breaks down a complex and often overwhelming topic into manageable tasks. You will tap into deep truths and poignant memories as you work through the exercises, often feeling lighter and less burdened upon their completion. Most importantly, you'll find your best way to live fully and die prepared, by clarifying the fundamental ideals, priorities, and requests you want honored.
    Mostra libro
  • Human-Centered Design - Crafting Meaningful and User-Friendly Experiences - cover

    Human-Centered Design - Crafting...

    Jacob Richardson

    • 0
    • 0
    • 0
    In a world where technology evolves at breakneck speed, creating products and services that truly resonate with users is more important than ever. Human-Centered Design: Crafting Meaningful and User-Friendly Experiences offers a comprehensive guide to understanding and implementing the principles of Human-Centered Design (HCD) to deliver solutions that are not only functional but also deeply satisfying to the people who use them. 
    This book delves into the essence of HCD, emphasizing the importance of empathy, collaboration, and iteration in the design process. Through detailed explanations, real-world case studies, and practical exercises, readers will learn how to:Conduct thorough user research to uncover genuine needs and pain points.Develop insightful user personas and problem statements to guide the design process.Utilize brainstorming and ideation techniques to generate innovative concepts.Create effective prototypes and conduct meaningful usability tests to refine solutions.Leverage the latest tools and technologies in digital design, prototyping, and user feedback. 
    From technology and product design to healthcare and urban planning, this book explores how HCD can be applied across various fields to achieve impactful results. It also addresses the challenges of balancing user needs with business goals and overcoming resistance to change within organizations. 
    Human-Centered Design: Crafting Meaningful and User-Friendly Experiences is an essential resource that will inspire you to put people at the heart of your design process and deliver solutions that make a difference. 
     
    Mostra libro
  • Transform Your Fertility Journey and Thrive - "Transform your fertility experience! Dive into inspiring audio lessons crafted to empower your journey to conception!" - cover

    Transform Your Fertility Journey...

    Harris Wynter

    • 0
    • 0
    • 0
    Transform Your Fertility Journey and Thrive: A Simplified Guide with Essential Insights 
    Are you ready to enhance your fertility journey and gain a deeper understanding of your path to well-being? 
    Searching for a comprehensive resource that covers everything you need to know to empower your journey towards successful fertility? 
    Your quest ends here! 
    This guide serves as your ultimate companion to enrich your knowledge, apply your skills, and engage in practical exercises. With this resource, you are set up for success. 
    Updated for 2024-2025 Needs. 
    Key highlights of this enhanced guide include: 
    - In-depth insights about transforming your fertility journey and achieving well-being. 
    - Thorough explanations of concepts that support your path towards successful fertility. 
    - Effective strategies for preparing for and navigating the challenges of fertility. 
    Our guide stands out with its comprehensive coverage, vital for your journey to success. Important concepts are explored in detail, ensuring you have a solid grasp of the material. 
    Please note, this guide is an independent resource and is not affiliated with any official fertility organization. 
    Crafted with clarity and easy-to-understand language, our guide ensures smooth transitions between topics. Bid farewell to complicated terminology and welcome straightforward, precise, and informative content. 
    So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey to fertility success! 
    Transform your approach to fertility and thrive on this journey!
    Mostra libro
  • The Wolf - cover

    The Wolf

    Mike Blake

    • 0
    • 0
    • 0
    The Wolf poem :: was inspired by William Blake's - 'The Tyger'. 
    It has the same regular form & meter as The Tyger. 
    With tempo and stanza (of the quatrain type), and is about one single animal in the natural world. 
    Where it differs from William Blake's poem is that the Poem Tyger has more religious connotations, not surprising for the times in which it was written. 
    Whereas 'The Wolf' written by myself, has more of Natures influences. 
    It's also about the possible demise totally of the Wolf through man, and a warning of this. 
    As we take care of The Wolf and other similiar 'top predator' animals, 
    so we automatically take care of the natural habitat that they live in - something that is increasing in peoples consciousness today. 
    To see more Poems by the same Author please follow the link below: 
    https://www.amazon.com/-/e/B00SG40RM8 
    **If you enjoy reading this Poem, can you Please leave your feedback, many thanks. 
    To contact the Author: Please add me Mike Miko on Facebook & then message me, thanks. https://www.facebook.com/mike.cco1 I will then contact the Author your behalf. or on 
    Twitter: miko_1_dollar ~ Tumblr : ccobes ~ 
    Instagram: Wild.Poetry.Webs / wild_poetrys 
    TikTok: @Wild_Poetrys 
    FB: https://www.facebook.com/New.Poets.Corner/
    Mostra libro