¡Acompáñanos a viajar por el mundo de los libros!
Añadir este libro a la estantería
Grey
Escribe un nuevo comentario Default profile 50px
Grey
Suscríbete para leer el libro completo o lee las primeras páginas gratis.
All characters reduced
Ultimate Parallel and Distributed Computing with Julia For Data Science - Excel in Data Analysis Statistical Modeling and Machine Learning by leveraging MLBasejl and MLJjl to optimize workflows - cover

Ultimate Parallel and Distributed Computing with Julia For Data Science - Excel in Data Analysis Statistical Modeling and Machine Learning by leveraging MLBasejl and MLJjl to optimize workflows

Nabanita Dash

Editorial: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopsis

Unleash Julia’s power: Code Your Data Stories, Shape Machine Intelligence!Book DescriptionThis 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 Contents1. Julia In Data Science Arena2. Getting Started with Julia3. Features Assisting Scaling ML Projects4. Data Structures in Julia5. Working With Datasets In Julia6. Basics of Statistics7. Probability Data Distributions8. Framing Data in Julia9. Working on Data in DataFrames10. Visualizing Data in Julia11. Introducing Machine Learning in Julia12. Data and Models13. Bayesian Statistics and Modeling14. Parallel Computation in Julia15. Distributed Computation in Julia      Index
Disponible desde: 03/01/2024.
Longitud de impresión: 484 páginas.

Otros libros que te pueden interesar

  • What We Can Do - A Climate Optimist's Guide to Sustainable Living - cover

    What We Can Do - A Climate...

    Charlie Sellars

    • 0
    • 0
    • 0
    In this radically optimistic climate change book, find yourself empowered to achieve sustainable living across every facet of your life—the personal, the professional, and the political. 
      
    “Never has decisive action on climate and environment been more important. This book will help citizens understand that while no one can do everything, everyone can do something—and offers a myriad of ways they can get started too.” —Dr. Trista Patterson, Time100 Climate Leader, 2023, and co-founder of Playing for the Planet 
      
    Charlie Sellars pulls insight from his experience as a director of sustainability at Microsoft, which has underlined its commitment to be a green business with a pledge to become carbon negative, water positive, and zero waste by 2030 while protecting ecosystems. He also serves on the governing body of the iMasons Climate Accord, an industry coalition united to decarbonize digital infrastructure. 
      
    Inside this sustainable living book, you will learn how to: 
     - Harness environmental science to make more sustainable decisions using the “Make It, Move It, Lose It, Use It” impact framework. 
     - Turn your job into a sustainability job, no matter what you do for a living. 
     - Unleash the power of your voice at the ballot box and in your local community. 
      
    This refreshingly optimistic environmental book for adults and recent graduates makes for a great climate change gift, like Hannah Ritchie’s Not the End of the World and Katharine Hayhoe’s Saving Us. 
       
    Nobody can do everything, but everybody can do something. It’s not too late to defeat the climate crisis, and What We Can Do will show you how. 
    “What We Can Do brings cutting-edge sustainability techniques used by chief sustainability officers into the hands and context of everyday individuals. The result? A book that finally empowers readers to maximize their impact across every facet of their lives” —Ann Tracy, chief sustainability officer, Colgate-Palmolive
    Ver libro
  • Rheumatology - The Study of Joints - cover

    Rheumatology - The Study of Joints

    Mike Crawford

    • 0
    • 0
    • 0
    Rheumatology is a specialized branch of medicine focused on the diagnosis and treatment of disorders affecting the joints, muscles, and connective tissues. It encompasses a wide range of conditions, including autoimmune and inflammatory diseases that impact the musculoskeletal system. Rheumatologists play a crucial role in managing these conditions, often working alongside other specialists to provide comprehensive care. The field has evolved significantly over time, with advancements in research leading to better treatment strategies and improved patient outcomes. 
    The history of rheumatology dates back centuries, though early physicians lacked a clear understanding of joint diseases. In ancient times, conditions such as gout and arthritis were recognized, but treatments were largely ineffective. The field gained scientific recognition in the 20th century with the identification of autoimmune mechanisms underlying many rheumatic diseases. The development of imaging techniques, laboratory tests, and targeted therapies has transformed rheumatology into a more precise and effective medical discipline. Today, research continues to uncover new insights into the genetic, environmental, and immunological factors that contribute to these conditions.
    Ver libro
  • Patterns in Nature - The Analysis of Species Co-occurrences - cover

    Patterns in Nature - The...

    James G. Sanderson, Stuart L. Pimm

    • 0
    • 0
    • 0
    What species occur where, and why, and why some places harbor more species than others are basic questions for ecologists. Some species simply live in different places: fish live underwater; birds do not. Adaptations follow: most fish have gills; birds have lungs. But as Patterns in Nature reveals, not all patterns are so trivial. Travel from island to island and the species change. Travel along any gradient—up a mountain, from forest into desert, from low tide to high tide on a shoreline —and again the species change, sometimes abruptly. What explains the patterns of these distributions? Some patterns might be as random as a coin toss. But as with a coin toss, can ecologists differentiate associations caused by a multiplicity of complex, idiosyncratic factors from those structured by some unidentified but simple mechanisms? Can simple mechanisms that structure communities be inferred from observations of which species associations naturally occur? For decades, community ecologists have debated about whether the patterns are random or show the geographically pervasive effect of competition between species. Bringing this vigorous debate up to date, this book undertakes the identification and interpretation of nature’s large-scale patterns of species co-occurrence to offer insight into how nature truly works.Patterns in Nature explains the computing and conceptual advances that allow us to explore these issues. It forces us to reexamine assumptions about species distribution patterns and will be of vital importance to ecologists and conservationists alike.
    Ver libro
  • The First Three Minutes - A Modern View Of The Origin Of The Universe - cover

    The First Three Minutes - A...

    Steve Weinberg

    • 0
    • 0
    • 0
    A Nobel Prize-winning physicist explains what happened at the very beginning of the universe, and how we know, in this popular science classic.  Our universe has been growing for nearly 14 billion years. But almost everything about it, from the elements that forged stars, planets, and lifeforms, to the fundamental forces of physics, can be traced back to what happened in just the first three minutes of its existence.In this book, Nobel Laureate Steven Weinberg describes in wonderful detail what happened in these first three minutes. It is an exhilarating journey that begins with the Planck Epoch - the earliest period of time in the history of the universe - and goes through Einstein's Theory of Relativity, the Hubble Red Shift, and the detection of the Cosmic Microwave Background. These incredible discoveries all form the foundation for what we now understand as the "standard model" of the origin of the universe. The First Three Minutes examines not only what this model looks like, but also tells the exciting story of the bold thinkers who put it together.  Clearly and accessibly written, The First Three Minutes is a modern-day classic, an unsurpassed explanation of where it is that everything really comes from.
    Ver libro
  • CHST Simplified - "Unlock your potential with engaging audio lessons that enhance your CHST Simplified exam preparation and boost your success!" - cover

    CHST Simplified - "Unlock your...

    Maxen Cliffford

    • 0
    • 0
    • 0
    CHST Simplified 
    ⭐⭐ A Comprehensive Guide for Workplace Safety Empowerment ⭐⭐ 
    Looking to advance your career while ensuring a strong foundation of knowledge to excel in workplace safety assessments for 2024-2025? 
    Searching for a thorough guide that encompasses all the vital elements needed to succeed in your safety assessments for 2024-2025? 
    Your search ends here! 
    This guide is your ultimate resource for enhancing your understanding, applying your skills effectively, and engaging in practical exercises. With this comprehensive tool at your side, you are set for success. 
    Updated for the Workplace Safety Assessments 2024-2025. 
    Key features of this enriched guide include: 
    - In-depth insights into the Workplace Safety Assessment Certification for 2024-2025 
    - Thorough explanations of key workplace safety concepts 
    - Effective strategies for preparing and tackling safety assessments 
    Our guide stands out through its extensive coverage, which is crucial for your success. Topics are explored in depth, rather than glossed over. 
    Designed with clarity and ease of understanding, our Workplace Safety Assessment Guide for 2024-2025 facilitates smooth transitions between topics. Say farewell to convoluted jargon and embrace clear, precise, and technically accurate content. 
    So, why wait? Click the BUY NOW button, secure your guide, and embark on your journey to success in the Workplace Safety Assessments for 2024-2025! 
    Take the first step towards empowering yourself with essential knowledge for workplace safety today!
    Ver libro
  • How the World Flows - Microfluidics from Raindrops to Covid Tests - cover

    How the World Flows -...

    Albert Folch

    • 0
    • 0
    • 0
    How the World Flows acts like a microscope that pulls the listener into the barely noticeable, Lilliputian world of fluids at small scales—the microfluidic world—and answers the question "What is microfluidics?" in non-technical language.Microfluidics is the field of science that studies fluids constrained to spaces that are smaller than one millimeter wide, and by extension, the engineering field which builds devices that exploit the unique properties of fluids at these scales. Author Albert Folch explores this micro science which has inspired engineers to build devices such as engines, spray cans, ballpoint pens, inkjet and 3D printers, pregnancy and Covid tests, glucometers, asthma nebulizers, kidney dialysis machines, and DNA analyzers.This book also shows that many processes essential to life on Earth—such as the formation of raindrops, the rise of sap in plants, and the percolation of water through soil—are all microfluidic marvels. It examines how our cells breathe, feed, and fight diseases through small capillaries. Through engaging and digestible stories, Folch takes a lens to this tiny science and demonstrates how big a role microfluidics play in life as we know it.
    Ver libro