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
Building AI Intensive Python Applications - Create intelligent apps with LLMs and vector databases - cover

Building AI Intensive Python Applications - Create intelligent apps with LLMs and vector databases

Rachelle Palmer, Shubham Ranjan, Ben Perlmutter, Ashwin Gangadhar, Nicholas Larew, Sigfrido Narváez, Thomas Rueckstiess, Henry Weller, Richmond Alake

Maison d'édition: Packt Publishing

  • 0
  • 0
  • 0

Synopsis

The era of generative AI is upon us, and this book serves as a roadmap to harness its full potential. With its help, you’ll learn the core components of the AI stack: large language models (LLMs), vector databases, and Python frameworks, and see how these technologies work together to create intelligent applications.The chapters will help you discover best practices for data preparation, model selection, and fine-tuning, and teach you advanced techniques such as retrieval-augmented generation (RAG) to overcome common challenges, such as hallucinations and data leakage. You’ll get a solid understanding of vector databases, implement effective vector search strategies, refine models for accuracy, and optimize performance to achieve impactful results. You’ll also identify and address AI failures to ensure your applications deliver reliable and valuable results. By evaluating and improving the output of LLMs, you’ll be able to enhance their performance and relevance.By the end of this book, you’ll be well-equipped to build sophisticated AI applications that deliver real-world value.
Disponible depuis: 06/09/2024.
Longueur d'impression: 298 pages.

D'autres livres qui pourraient vous intéresser

  • Ultimate Linux Network Security for Enterprises - Master Effective and Advanced Cybersecurity Techniques to Safeguard Linux Networks and Manage Enterprise-Level Network Services - cover

    Ultimate Linux Network Security...

    Adarsh Kant

    • 0
    • 0
    • 0
    "Level Up Your Security Skills with Linux Expertise!"
    Key Features
    - Comprehensive exploration of Linux network security and advanced techniques to defend against evolving cyber threats.
    - Hands-on exercises to reinforce your understanding and gain practical experience in implementing cybersecurity strategies.
    - Gain valuable insights from industry best practices to effectively address emerging threats and protect your organization's digital assets within the evolving landscape of Linux network security.
    Book Description
    TheUltimate Linux Network Security for Enterprisesis your essential companion to mastering advanced cybersecurity techniques tailored for Linux systems.
    The book provides a comprehensive exploration of Linux network security, equipping you with the skills and knowledge needed to defend against evolving cyber threats. Through hands-on exercises, real-world scenarios, and industry best practices, this book empowers you to fortify your organization’s networks with confidence. Discover practical insights and techniques that transcend theoretical knowledge, enabling you to apply effective cybersecurity strategies in your job role.
    From understanding fundamental concepts to implementing robust security measures, each chapter provides invaluable insights into securing Linux-based networks. Whether you are tasked with conducting vulnerability assessments, designing incident response plans, or implementing intrusion detection systems, this book equips you with the tools and expertise to excel in your cybersecurity endeavors. By the end of this book, you will gain the expertise needed to stay ahead of emerging threats and safeguard your organization’s digital assets.
    What you will learn
    - Perform thorough vulnerability assessments on Linux networks to pinpoint network weaknesses.
    - Develop and deploy resilient security incident response plans.
    - Configure and oversee sophisticated firewall and packet filtering rules.
    - Employ cryptography techniques to ensure secure data transmission and storage.
    - Implement efficient Intrusion Detection and Prevention Systems (IDS/IPS).
    - Enforce industry-leading best practices to bolster Linux network security defenses.
    Table of Contents
    1. Exploring Linux Network Security Fundamentals
    2. Creating a Secure Lab Environment
    3. Access Control Mechanism in Linux
    4. Implementing Firewalls And Packet Filtering
    5. Mastering Cryptography for Network Security
    6. Intrusion Detection System and Intrusion Prevention System
    7. Conducting Vulnerability Assessment with Linux
    8. Creating Effective Disaster Recovery Strategies
    9. Robust Security Incident Response Plan
    10. Best Practices for Linux Network Security ProfessionalsIndex
    Voir livre
  • Beneath the White Coat - Doctors Their Minds and Mental Health - cover

    Beneath the White Coat - Doctors...

    Clare Gerada

    • 0
    • 0
    • 0
    This timely book offers a balanced and thoughtful review of the current mental health emergency and its impact upon and among medical professionals, supported by the best available evidence and illustrated through real-life cases. Recognizing the increasing stressors in the role including the impact of the environment in which doctors work, the book examines some of the key emotional drivers for this unhappiness among doctors at work—shame, stigma, suffering, and sacrifice—and offers practical steps to emotional and physical recovery. 
     
     
     
    Despite the obvious challenges and stresses of the role, with the right support in place the vast majority of doctors can thrive in their jobs. Policy makers, politicians, educators, and hospital managers will be reminded of the ethical duty to ensure that doctors are cared for and have access to the time, people, and spaces to remain psychological healthy, while doctors will learn to recognize and seek actively the help that they need, and to support and guide one another.
    Voir livre
  • Every Doctor - Healthier Doctors = Healthier Patients 2nd Edition - cover

    Every Doctor - Healthier Doctors...

    Leanne Rowe, Vihangi...

    • 0
    • 0
    • 0
    The second edition of this text advocates for a transformational change in the way doctors protect their mental health, look out for their colleagues, create a kinder, more humane work culture and lead health system reform. Offering practical strategies and real solutions, based both on medical literature and the wisdom of experienced doctors, the new edition reimagines healthcare, where every doctor is encouraged and supported to: 
     
     
     
    ● Prioritize psychological wellbeing and physical protection 
     
     
     
    ● Promote healthy workplace cultures 
     
     
     
    ● Build strong relationships by sharing challenges 
     
     
     
    ● Save lives through medical co-leadership 
     
     
     
    ● Rediscover the joy in medicine 
     
     
     
    Brimming with poignant and hopeful stories and quotes from a diverse array of doctors from many different specialties and at all career stages, the book is a celebration of the growing global interconnectedness and the changing face of the medical profession. An invaluable support and companion for those in the early years of medicine, Every Doctor is a must-listen for all doctors because exemplary care of patients, peers, profession, and self is a lifelong journey.
    Voir livre
  • Mighty Storms of New England - The Hurricanes Tornadoes Blizzards and Floods That Shaped the Region - cover

    Mighty Storms of New England -...

    Eric P. Fisher

    • 0
    • 0
    • 0
    The New England landscape has long been battered by some of the most intense weather in the United States. The region breeds one of the highest concentrations of meteorologists in the country for a reason. One can experience just about anything except a dust storm. Snowstorms, floods, droughts, heat waves, arctic blasts, hurricanes, tornadoes, wildfires, and other atmospheric oddities come and go with the changing seasons. Rare is the boring year of weather. 
     
     
     
    Knowing the past is a critical part of understanding and forecasting the weather. Meteorologist Eric Fisher takes an in depth look at some of the most intense weather events in New England's history. The stories in this book not only describe the loss and the damage caused by the storms, but also how nearly all of them in left such an impression that they immediately led to progress where new warnings systems were implemented, government agencies formed, and technology accelerated in response to the devastation these events left behind.
    Voir livre
  • The Apothecary's Wife - The Hidden History of Medicine and How it Became a Commodity - cover

    The Apothecary's Wife - The...

    Karen Bloom Gevirtz

    • 0
    • 0
    • 0
    The running joke in Europe for centuries was that anyone in a hurry to die should call the doctor. As far back as ancient Greece, physicians were notorious for administering painful and often fatal treatments—and charging for the privilege. For the most effective treatment, the ill and injured went to the women in their lives. This system lasted hundreds of years. It was gone in less than a century. 
     
     
     
    Contrary to the familiar story, medication did not improve during the Scientific Revolution. Yet somehow, between 1650 and 1740, the domestic female and the physician switched places in the cultural consciousness: she became the ineffective, potentially dangerous quack, he the knowledgeable, trustworthy expert. The professionals normalized the idea of paying them for what people already got at home without charge, laying the foundation for Big Pharma and today's global for-profit medication system. A revelatory history of medicine, The Apothecary's Wife challenges the myths of the triumph of science and instead uncovers the fascinating truth. Drawing on a vast body of archival material, Karen Bloom Gevirtz depicts the extraordinary cast of characters who brought about this transformation. She also explores domestic medicine's values in responses to modern health crises, such as the eradication of smallpox, and what benefits we can learn from these events.
    Voir livre
  • A Pagan Polemic - Reflections on Nature Consciousness and Anarchism - cover

    A Pagan Polemic - Reflections on...

    Jack Loeffler

    • 0
    • 0
    • 0
    A Pagan Polemic curates the evolving perspective of Jack Loeffler—itinerant wanderer, environmental warrior, storyteller, and story collector—whose true education began when he was marched into the Nevada desert one day at dawn to play "The Stars and Stripes Forever" during an atomic bomb test a scant few miles away. Since that day in 1957, Jack's mission in life has been to record peoples of the borderlands and to bring "indigenous mindedness" to the forefront of the conversation about our precarious environments and our decaying planet. A Pagan Polemic is a sweeping manifesto of Jack's core beliefs and long experience as a fierce (and funny) advocate for Nature and Nature-mindedness and against poisonous politics and policies.
    Voir livre