Rejoignez-nous pour un voyage dans le monde des livres!
Ajouter ce livre à l'électronique
Grey
Ecrivez un nouveau commentaire Default profile 50px
Grey
Abonnez-vous pour lire le livre complet ou lisez les premières pages gratuitement!
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

Maison d'édition: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Synopsis

Unleash Julia’s power: Code Your Data Stories, Shape Machine Intelligence! Key Features ● Comprehensive Learning Journey from fundamentals of Julia ML to advanced techniques.● Immersive practical approach with real-world examples, exercises, and scenarios, ensuring immediate application of acquired knowledge.● Delve into the unique features of Julia and unlock its true potential to excel in modern ML applications.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.What you will learn● Master Julia ML Basics to gain a deep understanding of Julia's syntax, variables, and functions. ● Efficient Data Handling with Julia arrays and DataFrames for streamlined and insightful analysis. ● Develop expertise in both basic and advanced statistical models for informed decision-making through Statistical Modeling. ● Achieve Machine Learning Proficiency by confidently implementing ML algorithms using MLJ.jl and MLBase.jl. ● Apply Bayesian Inference Skills with Turing.jl for advanced modeling techniques. ● Optimize workflows using Julia's Parallel Processing Capabilities and Distributed Computing for efficient and scalable data processing.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 depuis: 11/02/2025.
Longueur d'impression: 484 pages.

D'autres livres qui pourraient vous intéresser

  • Expand - Stretching the Future By Design - cover

    Expand - Stretching the Future...

    Christian Bason, Jens Martin...

    • 0
    • 0
    • 0
    With Expand: Stretching the Future By Design, authors Jens Martin Skibsted, a multiple-award-winning designer, entrepreneur, and design philosopher, and Christian Bason, political scientist and CEO of the Danish Design Centre, take listeners beyond "design thinking" to challenge current habits and carve out new space for more sustainable innovation. 
     
     
     
    From transforming the ways we do business and reimagining health care, to creating planet-restoring housing and humanizing our digital lives in an age of AI, Expand explores how expansive thinking across six key areas—time, proximity, value, life, dimensions, and sectors—can provide radical, useful solutions to a whole host of current problems around the globe. 
     
      
     
    With powerful real-world examples, the book challenges our freewheeling belief in technological determinism and its insensitivity toward ethics, humanity, and the environment. 
     
     
     
    Expand is the first book to not just critique design thinking, but welcome it as a starting point for an ambitious, wide-ranging tale of how to expand and think beyond it. 
     
     
     
    The best way to predict the future is to design it. Expand is the book that shows us how.
    Voir livre
  • Voyage Through the Universe: An Accessible Guide - "Unlock Cosmic Secrets! Master the Universe with Engaging Audio Lessons for All Learners" - cover

    Voyage Through the Universe: An...

    Tristan Everhart

    • 0
    • 0
    • 0
    Voyage Through the Universe: An Accessible Guide 
    ⭐⭐ Simplified Audio Guide ⭐⭐ 
    Are you eager to explore the cosmos and broaden your understanding of the universe? 
    Looking for an all-inclusive guide that offers everything you need to unravel the mysteries of space? 
    Your search ends here! 
    This guide serves as your essential companion for learning about the universe, applying your knowledge, and engaging in practical exercises. With this, you're set for astronomical success. 
    Key features of this enriched guide: 
    - In-depth insights about understanding the universe 
    - Detailed explanation of astronomical concepts 
    - Effective strategies for learning and exploring 
    Our guide stands out with its comprehensive coverage, essential for your journey through the universe. Concepts aren't merely touched upon; they are thoroughly explored with precision. 
    Please note that this guide is purely an independent resource designed for your benefit. 
    Crafted with a clear structure and easy-to-understand language, our guide ensures smooth transitions between topics. Say goodbye to complex jargon and welcome clear, precise, and scientifically accurate content. 
    So, why wait? Click the BUY NOW button, secure your guide, and embark on your voyage through the universe!
    Voir livre
  • Cybersecurity Unveiled - The Art of Cyber Defense: A Comprehensive Guide to Protecting Your Data - cover

    Cybersecurity Unveiled - The Art...

    Benjamin Chang

    • 0
    • 0
    • 0
    Are you prepared to defend your virtual environment from external attacks? Discover the techniques for protecting your information and navigating the ever-changing world of cyberspace with our in-depth book, "Cybersecurity Unveiled: The Art of Cyber Defense—A Comprehensive Guide to Protecting Your Data." 
    In a time when technology permeates every aspect of our lives, robust cybersecurity procedures are more critical than ever. Your pass to comprehending the nuances of cyber threats, encryption, access controls, and much more is this book. Explore a wealth of information that will enable you to make wise decisions in the digital world. 
    Imagine yourself in a situation where you can move around the digital world with assurance, knowing that your data is protected from prying eyes. Imagine having the means to identify phishing efforts, generate passwords that cannot be cracked, and foster a cybersecurity-aware culture. With this book, your dream of having a safe online existence becomes a practical reality. 
    Now is the moment to act! Give yourself the knowledge necessary to recognize, avoid, and counteract online threats. Using practical examples, analytical techniques, and step-by-step instructions, this book gives you the tools you need to take charge of your digital identity. Instead of just reading about cybersecurity, take an in-depth look at its principles and implement safe online presence practices into action.
    Voir livre
  • The Brompton - Engineering for Change - cover

    The Brompton - Engineering for...

    William Butler-Adams, Dan Davies

    • 0
    • 0
    • 0
    Lightweight, compact, distinctively styled, and now, electric: The Brompton isn't the only folding bicycle—or even the first. But everyone who has been on one will enthusiastically testify to its marvelous design (virtually unchanged over decades) and the particular joy of riding it. 
     
     
     
    Will Butler-Adams, CEO of Brompton Bicycles, has been at the company for twenty years. Initially, he worked as an engineer for Andrew Ritchie, the bike's brilliant inventor and the business's founder, before taking the helm in 2008. Butler-Adams's heartfelt mission is to grow and promote sustainable urban transportation and to improve city-dwellers' lives everywhere. 
     
      
     
    Under his leadership, Brompton has grown from making a few hundred bikes a year to over 90,000, with revenue of $130 million. But progress hasn't always been easy: There have been boardroom struggles, supply-chain problems, and conflicts with founder Andrew Ritchie. In The Brompton, Butler-Adams brings to life what it means to grow a company to global scale. He also tells the stories of the people who make the Brompton and the people who ride it. And he explains how customers all around the world fell in love with a brand that never set out to be a brand.
    Voir livre
  • Secure Software Design - cover

    Secure Software Design

    Saimon Carrie

    • 0
    • 0
    • 0
    "Secure Software Design: Advanced Strategies for Building Resilient and Secure Applications" delves into the intricacies of creating robust and secure software systems in an increasingly complex digital landscape. In this comprehensive guide, readers will explore advanced strategies and best practices for fortifying their applications against evolving cyber threats. 
    From understanding the principles of secure software design to implementing advanced security measures, this book equips developers, architects, and security professionals with the knowledge and techniques needed to protect their applications and data from malicious actors. Through practical examples, case studies, and expert insights, readers will learn how to:Apply secure coding principles and best practices to minimize vulnerabilities and exploits.Implement advanced authentication and authorization mechanisms, such as multi-factor authentication (MFA) and role-based access control (RBAC).Utilize encryption and secure communication protocols to safeguard data at rest and in transit.Incorporate security into the software development lifecycle (SDLC) through threat modeling, secure coding standards, and security testing.Leverage emerging technologies, such as AI and machine learning, to enhance threat detection and incident response capabilities.Navigate compliance requirements and regulatory frameworks, including GDPR, HIPAA, and PCI DSS. 
    This book provides invaluable insights and actionable strategies for building resilient and secure applications in today's cyber-threat landscape. 
     
    Voir livre
  • How To Recover Deleted Files - Your Step By Step Guide To Recovering Deleted Files - cover

    How To Recover Deleted Files -...

    HowExpert

    • 0
    • 0
    • 0
    If you want to discover how to solve your problems regarding loss data in your computer then, check this"How To Recover Deleted Files" guide. 
    In this step-by-step guide, you will reap the following benefits: 
    - Resolve data loss problems. 
    - Learn how to prevent data loss. 
    - Learn how to recover data due to system boot issue. 
    - Learn how to recover data due to hard disk issue. 
    - Discover how to recover Office data files. 
    - Impress your friends to recover their computer from viruses, corrupted registry and files. 
    - Discover how to make use of the computer data recovery tools. 
    - Recover operating system from an unstable program. 
    - Learn how to back-up your files and folders. 
    - And much more. 
    HowExpert publishes quick 'how to' guides on all topics from A to Z by everyday experts.
    Voir livre