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From Scratch Série de Livres électroniques

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  • Build a Large Language Model (From Scratch)

    Collections 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 ... En savoir plus

    $65.99 CAD

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  • Build a Reasoning Model (From Scratch)

    Get the eBook free when you register your print book at Manning."An exceptional deep dive into the next frontier of AI.”—Aman Chadha, GoogleThis book is a practical guide to understanding how modern reasoning-oriented LLMs work by building their core methods step by step. The book tells a clear engineering story: start with a conventional pre-trained LLM, learn how text generation works, build ... En savoir plus

    $59.99 CAD

  • Hands-On Large Language Models

    Language Understanding and Generation

    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 ... En savoir plus

    $67.99 CAD

  • LLM Engineer's Handbook

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

    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 ... En savoir plus

    $48.99 CAD ou Gratuit avec Kobo Plus

  • AI Engineering

    Building Applications with Foundation Models

    par 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 ... En savoir plus

    $67.99 CAD

  • Designing Machine Learning Systems

    An Iterative Process for Production-Ready Applications

    par 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 ... En savoir plus

    $57.99 CAD

  • Fluent Python

    Clear, Concise, and Effective Programming

    par Luciano Ramalho ...
    Don't waste time bending Python to fit patterns you've learned in other languages. Python's simplicity lets you become productive quickly, but often this means you aren't using everything the language has to offer. With the updated edition of this hands-on guide, you'll learn how to write effective, modern Python 3 code by leveraging its best ideas.Discover and apply idiomatic Python 3 features ... En savoir plus

    $67.99 CAD

  • Prompt Engineering for Generative AI

    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 ... En savoir plus

    $67.99 CAD

  • Designing Data-Intensive Applications

    The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

    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 ... En savoir plus

    $59.99 CAD

  • Fundamentals of Software Architecture

    A Modern Engineering Approach

    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 ... En savoir plus

    $67.99 CAD

  • The Software Engineer's Guidebook

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

    par 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 ... En savoir plus

    $27.78 CAD ou Gratuit avec Kobo Plus

  • High Performance Python

    Your Python code may run correctly, but what if you need it to run faster? This practical book shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By explaining the fundamental theory behind design choices, this expanded edition of High Performance Python helps experienced Python programmers gain a deeper understanding of Python's ... En savoir plus

    $57.99 CAD