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From Scratch eBook-reihen

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  • Build a Large Language Model (From Scratch)

    von Sebastian Raschka …
    Serien 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 … Lesen Sie mehr

    49,44 €

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  • Hands-On Large Language Models

    Language Understanding and Generation

    von 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 … Lesen Sie mehr

    53,06 €

  • LLM Engineer's Handbook

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

    von 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 … Lesen Sie mehr

    42,36 €

  • Designing Machine Learning Systems

    An Iterative Process for Production-Ready Applications

    von 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 … Lesen Sie mehr

    32,52 €

  • Prompt Engineering for Generative AI

    von 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 … Lesen Sie mehr

    53,06 €

  • Designing Data-Intensive Applications

    The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

    von 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 … Lesen Sie mehr

    35,94 €

  • Fundamentals of Software Architecture

    A Modern Engineering Approach

    von 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 … Lesen Sie mehr

    53,06 €

  • The Rust Programming Language, 3rd Edition

    von Carol Nichols, Chris Krycho, Steve Klabnik …
    Build stable, production-grade systems with Rust.The Rust Programming Language, 3rd Edition, teaches you to write code that the compiler can verify, teams can maintain, and systems can evolve safely over time. Written by longtime Rust community members, this book shows you how to work effectively with Rust’s type system, concurrency model, and tooling, using patterns and idioms chosen for long … Lesen Sie mehr

    31,66 €

  • Building Microservices

    Designing Fine-Grained Systems

    von Sam Newman …
    As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures.Through clear examples and practical … Lesen Sie mehr

    32,52 €

  • Machine Learning with PyTorch and Scikit-Learn

    Develop machine learning and deep learning models with Python

    von Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili …
    This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice … Lesen Sie mehr

    31,77 €

  • Artificial Intelligence with Python

    A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers

    von Prateek Joshi …
    Publisher's Note: This edition from 2017 is outdated and not compatible with TensorFlow 2.x or any of the most recent updates to Python libraries. A new edition completely updated and revised for 2020 with seven additional chapters that cover RNNs, AI and big data, fundamental use cases, chatbots, and more, is now available. Build real-world Artificial Intelligence applications with Python to … Lesen Sie mehr

    33,69 €

  • Python Machine Learning, Second Edition

    Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow

    von Sebastian Raschka, Vahid Mirjalili, Jared Huffman, Ryan Sun …
    Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries.Key FeaturesSecond edition of the bestselling book on Machine LearningA practical approach to key frameworks in data science, machine learning, and deep learningUse the most powerful Python libraries to implement machine learning and deep learningGet to know the … Lesen Sie mehr

    28,45 €