Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Synthetic Data for Machine Learning - Revolutionize your approach to machine learning with this comprehensive conceptual guide - cover
LER

Synthetic Data for Machine Learning - Revolutionize your approach to machine learning with this comprehensive conceptual guide

Abdulrahman Kerim

Editora: Packt Publishing

  • 0
  • 0
  • 0

Sinopse

The machine learning (ML) revolution has made our world unimaginable without its products and services. However, training ML models requires vast datasets, which entails a process plagued by high costs, errors, and privacy concerns associated with collecting and annotating real data. Synthetic data emerges as a promising solution to all these challenges.This book is designed to bridge theory and practice of using synthetic data, offering invaluable support for your ML journey. Synthetic Data for Machine Learning empowers you to tackle real data issues, enhance your ML models' performance, and gain a deep understanding of synthetic data generation. You’ll explore the strengths and weaknesses of various approaches, gaining practical knowledge with hands-on examples of modern methods, including Generative Adversarial Networks (GANs) and diffusion models. Additionally, you’ll uncover the secrets and best practices to harness the full potential of synthetic data.By the end of this book, you’ll have mastered synthetic data and positioned yourself as a market leader, ready for more advanced, cost-effective, and higher-quality data sources, setting you ahead of your peers in the next generation of ML.
Disponível desde: 27/10/2023.
Comprimento de impressão: 208 páginas.

Outros livros que poderiam interessá-lo

  • Guarding Against Online Identity Fraud - A Simple Guide to Online Security - cover

    Guarding Against Online Identity...

    Tim Trott

    • 0
    • 0
    • 0
    The internet can be a fearful and frightening place, especially when we hear about things like online identity theft. As scary as they may seem, there are some simple steps that anyone can take to protect ourselves from those dangers. 
    This audiobook will explain what those threats are, and what you can use to guard against being a victim. It’s all broken down in simple terms you can understand. Once you have a basic understanding of how the pieces fit together, you can then protect yourself from danger. 
    We will define the terms, like Phishing and Pharming, explain what identity theft is, and what to do to avoid and defend against it. 
    Ver livro
  • Kickstart Software Design Architecture - Transform Your Software Development Journey with Key Principles and Advanced Practices in Architecture Microservices and Cloud Computing - cover

    Kickstart Software Design...

    Dr. Edward Lavieri Jr.

    • 0
    • 1
    • 0
    Learn to design robust software systems using modern architecture principles and practical hands-on experience
    Book Description
    Explore the ever-evolving world of software architecture. Bridge the gap between emerging technologies and foundational principles, with a comprehensive guide tailored for newcomers to the field. The book highlights the significance of software architecture in building scalable, efficient, and robust applications. 
    The book is structured into engaging chapters, each focused on a specific aspect of software architecture. It starts with an introduction to the basics of software design patterns, gaining an understanding of their role in crafting flexible and reusable code. Next, microservices are covered, followed by chapters that focus on cloud computing, containerization, and more. Chapters contain real-world examples, hands-on exercises, and case studies, to help readers gain both foundational knowledge and hands-on experience. 
    By the end of the book, you should have a solid foundation in software architecture and be equipped with the knowledge and skills to confidently address complex software architectural challenges. 
    Table of Contents
    
    1. Introduction to Software Architecture
    2. Principles of Design Patterns
    3. Role of Programming Languages
    4. Introduction to Microservices
    5. Building Microservices with Spring Boot
    6. Containerization with Docker
    7. Fundamentals of Cloud Computing
    8. Deploying in the Cloud
    9. DevOps Practices
    10. Version Control with Git
    11. Designing for Scalability and Efficiency
    12. Future Trends in Software Architecture   
    Index
    Ver livro
  • Discover the Oldest Living Organism on Earth - A Journey Through Time with Ancient Life Forms - cover

    Discover the Oldest Living...

    John Harpoon

    • 0
    • 0
    • 0
    The search for the world’s oldest living organism has captivated scientists, explorers, and nature enthusiasts for centuries. We live on a planet rich with ancient life forms, many of which have endured through cataclysmic events and the passage of millennia. Some of these life forms are not only ancient but also incredibly resilient, surviving in ways that defy our understanding of biology and time itself. Yet, despite our advances in science, there remains a mystery at the heart of this search: which organism can truly lay claim to being the oldest? 
      
    In this journey through time, we will explore some of the most remarkable organisms that have existed on Earth for thousands, even millions, of years. From the towering bristlecone pines of North America, some of which are thought to be more than 5,000 years old, to the sprawling Pando colony of aspen trees in Utah, whose root system has been alive for over 80,000 years, these living beings challenge our concepts of life and death. While each of these organisms may appear different on the surface, they share a unique ability to survive for much longer than the average lifespan of most creatures. 
      
    Understanding the oldest living organisms is not just about marvelling at their age; it is about unlocking the secrets they hold. How do these organisms defy aging and decay? What survival strategies have they developed over the eons? And perhaps most importantly, what can we learn from their resilience that could help us navigate the challenges of our rapidly changing world?
    Ver livro
  • Birding for Boomers - And Everyone Else Brave Enough to Embrace the World’s Most Rewarding and Frustrating Activity - cover

    Birding for Boomers - And...

    Sneed B. Collard III

    • 0
    • 0
    • 0
    Birding for Boomers is a friendly, accessible, and humorous guide to discovering the joys of bird watching. Beginning birders of all ages will get answers to every question they may have, like which birds like feeders, the difference between a finch and a flicker, or which birding app to use. The guide also helps birders plan everything from local explorations to exciting "bird-cations." 
     
     
     
    Late-bloomer birders will appreciate Collard's personal insights and tips for overcoming aging-related challenges such as physical handicaps, poor hearing, or failing eyesight. Additional sections cover sharing birding with others and contributing to community science, habitat stewardship, and bird conservation. 
     
     
     
    Appealing and lighthearted, Birding for Boomers will help a wide range of listeners overcome any doubts and get started with watching, understanding, and conserving our feathered friends.
    Ver livro
  • Data Mesh - Comprehensive Guide on How to Become Truly Data-Driven - cover

    Data Mesh - Comprehensive Guide...

    Alexa Campbell

    • 0
    • 0
    • 0
    Gain a broader understanding of Data Mesh and logical architecture. 
    Have you ever asked yourself why you need to learn about Data Mesh? 
    What is their use in our daily life? 
    Have you ever wondered what the logical architecture is for a data mesh? 
    Your data is like a mesh. It's everywhere, and it's connected. 
    You have data on your servers, your networks, and your clients. And it's not just one kind of data—it's all different types that need to be organized and made sense of to be useful. The problem is that these data types are often stored in different places with different formats, making them hard to access and use together. 
    This book will help you understand the root causes of this problem and how to solve them using today's most advanced techniques in data management. 
    It is a book about the structure of a data mesh. It defines data mesh, how it works, and why you might want to use it. 
    In this book, you will:Learn the Data Mesh, its state, and its futureLearn about the practical uses of Data MeshGet background knowledge about Data Mesh with concrete examplesMaster Domain Ownership PrincipleDiscover the principle behind the self-serve data platformLearn about the federated computational government principleDiscover the point of inflectionMaster the logical architecture 
    Data Mesh is not just a framework; it's an approach to data modeling that emphasizes simplicity, clarity, and scalability. This book will teach you how to use Data Mesh to build a logical architecture that scales. 
    Don't wait another second; click the “Add to Cart” button now, and the possibilities are endless!
    Ver livro
  • 101 Rare Plants of Wales - cover

    101 Rare Plants of Wales

    Lauren Marrinan

    • 0
    • 0
    • 0
    Wales has a rich and varied flora of about 1200 native and anciently-introduced flowering plants, conifers and ferns. 
     
    Amongst these are many special plants ranging from arctic-alpine relics of the last Ice Age to recently evolved species and medicinal herbs. They range from short-lived annual grasses to long-lived trees and vary ecologically from those growing on the sea shores to those on the tops of mountains. 
     
    Some are widespread around the world and some are endemics only found in Wales. The aim of this book is to celebrate 101 of our rarer Welsh plants, to summarise what is currently known about them and to raise their profile in the national consciousness.
    Ver livro