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

  • Neural Networks for Beginners - A Beginner's Journey into the World of AI Part 1 - cover

    Neural Networks for Beginners -...

    Simon Winston

    • 0
    • 0
    • 0
    Are you fascinated by the astounding capabilities of artificial intelligence (AI) and its impact on our lives? Do you want to unravel the mysteries behind neural networks and understand how they power some of the most advanced technologies? Look no further, as "Neural Networks for Beginners" is here to guide you on an exciting journey into the world of AI. 
    In this beginner's guide, you will embark on a captivating exploration of neural networks—an essential component of AI. Written in a clear and accessible manner, this book aims to demystify the complex concepts and algorithms behind neural networks, making them comprehensible to anyone with a basic understanding of mathematics and programming. 
    Step by step, you will dive into the fundamental building blocks of neural networks, beginning with the basics of artificial intelligence and machine learning. You will learn about the biological inspiration behind neural networks and how they emulate the workings of the human brain. With each chapter, you will gain a deeper understanding of neural network architecture, activation functions, training algorithms, and the mathematics that underpin them. 
    By the end of this book, you will have a solid foundation in neural networks and be prepared to take your AI knowledge to the next level. Are you ready to unlock the secrets of neural networks and embark on an extraordinary adventure into the world of AI? Let "Neural Networks for Beginners" be your guide. Get your copy today and unleash the power of AI! 
     
    Voir livre
  • My Dog Hates My Vet! - Foiling Fear Before During & After Vet Visits - cover

    My Dog Hates My Vet! - Foiling...

    Amy Shojai

    • 0
    • 0
    • 0
    HALT THE HOWLS! 
    We want to provide the best care possible for our beloved dogs, but what do you do when Rex turns into a puddle of fear at the vet? Scared dogs visit veterinarians less often because their owners hate to see them upset and afraid of the dog crate, car ride, and stranger handling.  
    MY DOG HATES MY VET! packs prescriptive advice into a short how-to guide that offers step-by-step instructions to help your dogs learn to LOVE the vet, accept the carrier, and tolerate car rides--and get the medical care they need and deserve. This is your definitive guide for foiling canine fear. From one of America's best known pet care authorities, you’ll learn: 7 Reasons Dogs HATE The Vet19 Ways to Soothe Fear Best Carriers & 8 Crate Training Tips7 Calming Car Ride Techniques5 Ways to Soothe Car SicknessHow to Choose the Best VeterinarianWhat are Fear Free ClinicsWays to Stop Aggression After Vet Visits 
    With a fun conversational tone and easy proven techniques, MY DOG HATES MY VET! helps ensure your loving bond remains strong and intact. 
    Voir livre
  • The Digital Gold Rush - How to Build a Six-Figure Online Business in 90 Days - cover

    The Digital Gold Rush - How to...

    Tommy Crawford

    • 0
    • 0
    • 0
    Ready to Build a Six-Figure Online Business in Just 90 Days? 
    The Digital Gold Rush is not just another “business book.” It’s a proven system designed to help you go from idea to income—fast. Whether you’re starting from scratch or scaling your current online venture, you’ll discover the exact strategies, tools, and mindset shifts to build a highly profitable digital business without years of trial and error. 
    Inside This Book, You’ll Learn: 
    ✅ The Top Six-Figure Online Business Models (and how to pick the perfect one for YOU) 
    ✅ The Secret to Finding a Profitable Niche (Hint: It’s NOT about following trends) 
    ✅ How to Create & Sell Irresistible Offers That Practically Sell Themselves 
    ✅ Mastering High-Converting Traffic Strategies (Without Spending a Fortune on Ads) 
    ✅ The Art of Selling Without Feeling “Salesy” Using Persuasive Storytelling 
    ✅ How to Automate & Scale So Your Business Runs on Autopilot While You Sleep 
    ✅ The Exact 90-Day Action Plan to Go from Zero to Six Figures 
    Your Financial Freedom Starts NOW. 
    If you’re ready to ditch the paycheck-to-paycheck cycle, take control of your future, and join the new wave of digital entrepreneurs, grab your copy today and start your journey to six (or even seven!) figures. 
    Success loves speed—are you ready to take action?
    Voir livre
  • Walking With Gorillas - The Journey of an African Wildlife Vet - cover

    Walking With Gorillas - The...

    Dr. Gladys Kalema-Zikusoka

    • 0
    • 0
    • 0
    An Inspiring Memoir, for Fans of Jane Goodall, Dian Fossey, and Frans De Waal. 
    In her enchanting memoir, Dr. Gladys Kalema-Zikusoka, Uganda’s first wildlife veterinarian, tells the remarkable story from her animal-loving childhood to her career protecting endangered mountain gorillas and other wild animals. She is also the defender of people as a groundbreaking promoter of human public health and an advocate for revolutionary integrated approaches to saving our planet. In an increasingly interconnected world, animal and human health alike depend on sustainable solutions and Dr. Gladys has developed an innovative approach to conservation among the endangered Mountain Gorillas of Bwindi Impenetrable Forest and their human neighbors. 
    Walking with Gorillas takes the reader on an incredible personal journey with Dr. Gladys, from her early days as a student in Uganda, enduring the assassination of her father during a military coup, to her veterinarian education in England to establishing the first veterinary department for the Ugandan government to founding one of the first organizations in the world that enables people to coexist with wildlife through improving the health and wellbeing of both. Her award-winning approach reduced the impact of the COVID-19 pandemic on critically endangered mountain gorillas. 
    In the face of discrimination and a male dominated world, one woman’s passion and determination to build a brighter future for the local wildlife and human community offers inspiration and insights into what is truly possible for our planet when we come together.
    Voir livre
  • Ultimate Azure Data Scientist Associate (DP-100) Certification Guide - Simplified Concepts and Effective ML Solutions to Crack the Azure Data Scientist DP-100 Exam - cover

    Ultimate Azure Data Scientist...

    Rajib De

    • 0
    • 0
    • 0
    Empower Your Data Science Journey: From Exploration to Certification in Azure Machine Learning
    Book Description
    Ultimate Azure Data Scientist Associate (DP-100) Certification Guide is your essential resource for achieving the Microsoft Azure Data Scientist Associate certification. This guide covers all exam objectives, helping you design and prepare machine learning solutions, explore data, train models, and manage deployment and retraining processes. 
    The book starts with the basics and advances through hands-on exercises and real-world projects, to help you gain practical experience with Azure's tools and services. The book features certification-oriented Q&A challenges that mirror the actual exam, with detailed explanations to help you thoroughly grasp each topic. Perfect for aspiring data scientists, IT professionals, and analysts, this comprehensive guide equips you with the expertise to excel in the DP-100 exam and advance your data science career. 
    Table of Contents
    1. Introduction to Data Science and Azure
    2. Setting Up Your Azure Environment
    3. Data Ingestion and Storage in Azure
    4. Data Transformation and Cleaning
    5. Introduction to Machine Learning
    6. Azure Machine Learning Studio
    7. Model Deployment and Monitoring
    8. Embracing AI Revolution Azure
    9. Responsible AI and Ethics
    10. Big Data Analytics with Azure
    11. Real-World Applications and Case Studies
    12. Conclusion and Next Steps   
    Index
    Voir livre
  • Electron The: A Biography - cover

    Electron The: A Biography

    Brian Clegg

    • 0
    • 0
    • 0
    As a fundamental particle, the electron is central to an understanding of the nature of matter. 
     
    All of chemistry is dependent on the interaction of electrons on the outside of atoms. But the electron has also become increasingly central to our lives, first through the deployment of electricity and then as the essential driving force of electronics, with all its quantum subtlety. We spend our entire lives now bathed in the electron's output, whether we are simply turning on a light, looking at a phone or working on a computer. And with the move away from fossil fuels, the electron becomes ever more our most important servant. 
     
    In this fascinating book, Brian Clegg reveals a remarkable story of scientific wonder and innovation, and paints a compelling picture of one of the most essential components of life itself.
    Voir livre