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!
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
Disponible depuis: 01/03/2024.

D'autres livres qui pourraient vous intéresser

  • The Honey Trap - How the Good Intentions of Urban Beekeepers Risk Ecological Disaster - cover

    The Honey Trap - How the Good...

    Dana L. Church

    • 0
    • 0
    • 0
    The last decade has seen an explosion of urban beekeeping in the US, Canada, and Europe, a well-intentioned response to perceived threats to the global honey bee population. Many thousands of people have taken up this seemingly environmentally friendly hobby, tending backyard and rooftop hives (or paying a company to do so) and encouraging honey bees to make honey and pollinate flowers. What could be wrong with that? 
     
     
     
    Quite a lot, in fact. In The Honey Trap, scientist and author Dana Church demonstrates that despite reports to the contrary, honey bees are nowhere near extinction. Rather, their nurturing by urban beekeepers is having far-reaching and potentially devastating consequences for the 19,999 other species of bees on the planet, with knock-on effects for plants, both cultivated and wild, and our ecosystems more generally. 
     
     
     
    With engaging storytelling and a wealth of knowledge about bees and their ways, Church unravels the complexities of human interactions with our winged friends and demonstrates how dangerously selfish our thinking can be. It's a wake-up call for humanity to embrace sustainable practices and protect these vital pollinators before it's too late.
    Voir livre
  • Pinterest Help for Beginners - Navigating the Visual Wonderland of Inspiration - Your Comprehensive Starter Guide to Discover Pin and Connect - cover

    Pinterest Help for Beginners -...

    Louise Kharington

    • 0
    • 0
    • 0
    Pinterest Help for Beginners: Navigating the Visual Wonderland of Inspiration - Your Comprehensive Starter Guide to Discover, Pin, and Connect 
    In the ever-expansive world of social media, Pinterest stands as a unique visual wonderland, a sanctuary of inspiration, creativity, and limitless possibilities. Whether you're a budding enthusiast or a curious novice, "Pinterest Help for Beginners" is your trusty compass for navigating this captivating realm of pins, boards, and boundless ideas. 
    This audiobook serves as your comprehensive starter guide, offering the essential knowledge and practical strategies to embark on your Pinterest journey with confidence. As you venture through the pins and boards, you'll discover a world of inspiration and creativity, and gain the skills to connect with a vibrant community of like-minded individuals. 
    Inside, you will learn how to: 
    Discover the Visual Wonderland: Uncover the diverse array of pins and boards that captivate and inspire, providing a treasure trove of ideas for personal and professional endeavors. 
    Pin with Precision: Craft your own pins, adding your unique touch to the visual tapestry, and share your passions with the world. 
    Connect and Explore: Find, follow, and engage with fellow pinners who share your interests, forging connections and discovering even more inspiration along the way. 
    Create Your Space: Develop your own boards, curating and organizing content that resonates with your individuality. 
    Optimize Your Presence: Explore the platform's mechanics, ensuring your pins are discoverable and engaging to a broader audience. 
    With this comprehensive starter guide, you're not just beginning a Pinterest journey; you're diving into a world of inspiration and creative connectivity. "Pinterest Help for Beginners" is your beacon, illuminating your way through this vibrant visual wonderland. 
    Whether you're an aspiring creator, a visionary professional, or someone seeking a dose of daily inspiration, this audiobook p
    Voir livre
  • Into the Fire: My Thirty Years on the Front Lines - "Unlock 'Into the Fire' secrets! Audio lessons crafted for immersive and engaging learning" - cover

    Into the Fire: My Thirty Years...

    Tristan Larkwood

    • 0
    • 0
    • 0
    Into the Fire: My Thirty Years on the Front Lines 
    ⭐⭐ Simplified Audio Guide ⭐⭐ 
    Are you looking to excel in your understanding of courage, resilience, and sacrifice through extraordinary experiences?  
    Seeking a comprehensive guide that provides all the necessary insights to grasp these profound themes? 
    Your search ends here! 
    This guide serves as your definitive companion for deepening your understanding, applying your knowledge, and engaging in hands-on reflection. With this, you're geared for remarkable insights. 
    Key Features of This Enriched Guide: 
    - Profound insights about courage, resilience, and sacrifice 
    - Detailed explanations drawn from thirty years of front-line experiences 
    - Fruitful strategies for personal growth and overcoming challenges 
    Our guide distinguishes itself through comprehensive coverage, which is essential for your journey of discovery. Concepts aren't merely skimmed; they are delved into with precision. 
    Please note that this guide is not affiliated with any official entity and is purely an independent resource for your benefit. 
    Designed with a clear structure and easy-to-understand language, our guide ensures smooth transitions between topics. Say goodbye to dense jargon and welcome clear, precise, and technically accurate content. 
    So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to understanding courage, resilience, and sacrifice through extraordinary experiences!
    Voir livre
  • Robotics and Artificial Intelligence - cover

    Robotics and Artificial...

    Prasun Barua

    • 0
    • 0
    • 0
    Welcome to the ROBOTICS AND ARTIFICIAL INTELLIGENCE! This Audio Book contains various types of topics on robotics and artificial intelligence. This is an overview of the robot and autonomous technology. Robot and autonomous technology is one of the rapid developing technologies contributing in autonomous industry significantly. By the virtue of these technologies, the autonomous industry and businesses become more efficient These technologies are contributing in various industries in terms of technology as well as economy. After listening this Audio Book, you will know about robot and autonomous technology. This Audio Book covers topics such as robotics, artificial intelligence, importance of robotics in manufacturing, how robots are made, how artificial intelligence works, robotic arms, what is a PLC and how does it work. This the first edition of the Audio Book. It will be great pleasure if this Audio Book helps you to know about robot and autonomous technology. Thanks for listening the Audio Book.
    Voir livre
  • Maximizing Lead Generation - cover

    Maximizing Lead Generation

    Rosaline Herman

    • 0
    • 0
    • 0
    Maximizing Lead Generation: Discover the Secrets on How to Build a Healthy Mailing List That Can Help Boost Your Business Just in case you have been in this industry for long enough, we are absolutely sure you have already heard a great deal about how the REAL money is in your list. The money lies in the relationship you built with your list. The trust you were able to gain with your list is the key to success. But you will essentially need a strong and long email list and you have to be able to use it properly to make any real profits out of it.This audiobook will teach you all the steps on how to build a successful mailing list. You will learn how to get started to how to build a massive list that will help boost your sales.This audiobook will cover the following topics:- Building your Mailing List- Getting Started- List Building Secrets- Benefits of a healthy mailing list for your business- And many more!Although theoretically, list building may sound pretty simple, in practice the list building process can be quite tricky if you don’t know what you're doing. That’s why you need a reliable guide to walk you through it. To learn more, scroll up and click “add to cart” now!
    Voir livre
  • Women Food And Hormones - A 4-Week Plan to Achieve Hormonal Balance Lose Weight and Feel Like Yourself Again - cover

    Women Food And Hormones - A...

    Anonyme

    • 0
    • 0
    • 0
    New York Times best-selling author Dr. Sara Gottfried shares a new, female-friendly Keto diet that addresses women’s unique hormonal needs, so readers can shed pounds and maintain the loss more easily. Most diet plans were created by men for men, but women’s bodies don’t work the same way. Popular programs can actually make it harder for women to lose weight, because they can wreak havoc on a woman’s complex and delicate hormonal system. New York Times best-selling author Dr. Sara Gottfried has spent her career demystifying hormones and helping patients improve their health more broadly with personalized medicine. In Women, Food, and Hormones, Dr. Gottfried presents a groundbreaking new plan that helps women balance their hormones so they can lose excess weight and feel better. Featuring hormonal detoxification combined with a ketogenic diet that is tailor-made for women, coupled with an intermittent fasting protocol and over 50 delicious and filling recipes, this book shares a fat-burning solution that gets results. 
    Voir livre