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From Scratch 電子書系列

12 條結果中的 1 - 12 條 結果 结果
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  • Build a Large Language Model (From Scratch)

    由 Sebastian Raschka ……
    系列 series From Scratch
    How to implement LLM attention mechanisms and GPT-style transformers.In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks …… 閱讀更多內容

    $49.99 USD

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  • Hands-On Large Language Models

    Language Understanding and Generation

    由 Jay Alammar, Maarten Grootendorst ……
    AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. With this book, Python developers will learn the practical tools and concepts they need to use these …… 閱讀更多內容

    $48.99 USD

  • LLM Engineer's Handbook

    Master the art of engineering large language models from concept to production

    由 Paul Iusztin, Maxime Labonne ……
    Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesBuild and refine LLMs step by step, covering data preparation, RAG, and fine-tuningLearn essential skills for deploying and monitoring LLMs, ensuring optimal …… 閱讀更多內容

    $43.99 USD 透過 Kobo Plus 免費享用

  • AI Engineering

    Building Applications with Foundation Models

    由 Chip Huyen ……
    Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build …… 閱讀更多內容

    $48.99 USD

  • Designing Machine Learning Systems

    An Iterative Process for Production-Ready Applications

    由 Chip Huyen ……
    Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments …… 閱讀更多內容

    $41.99 USD

  • Prompt Engineering for Generative AI

    由 James Phoenix, Mike Taylor ……
    Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems …… 閱讀更多內容

    $48.99 USD

  • Designing Data-Intensive Applications

    The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

    由 Martin Kleppmann, Chris Riccomini ……
    Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What …… 閱讀更多內容

    $43.99 USD

  • Fundamentals of Software Architecture

    A Modern Engineering Approach

    由 Mark Richards, Neal Ford ……
    Salary surveys worldwide regularly place software architect in the top 10 best jobs, yet no real guide exists to help developers become architects. Until now. This updated edition provides a comprehensive overview of software architecture's many aspects, with five new chapters covering the latest insights from the field. Aspiring and existing architects alike will examine architectural …… 閱讀更多內容

    $48.99 USD

  • The Software Engineer's Guidebook

    Navigating senior, tech lead, and staff engineer positions at tech companies and startups

    由 Gergely Orosz ……
    In my first few years as a developer I assumed that hard work was all I needed. Then I was passed over for a promotion and my manager couldn’t give me feedback on what areas to improve, so I could get to the senior engineer level. I was frustrated; even bitter: not as much about missing the promotion, but because of the lack of guidance.By the time I became a manager, I was determined to support …… 閱讀更多內容

    $19.99 USD 透過 Kobo Plus 免費享用

  • Fundamentals of Data Engineering

    Plan and Build Robust Data Systems

    由 Joe Reis, Matt Housley ……
    Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle …… 閱讀更多內容

    $48.99 USD

  • Machine Learning Design Patterns

    由 Valliappa Lakshmanan, Sara Robinson, Michael Munn ……
    The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.In this book, you will find detailed …… 閱讀更多內容

    $41.99 USD

  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

    由 Aurélien Géron ……
    Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) …… 閱讀更多內容

    $55.99 USD