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  • Effective Machine Learning Teams

    Best Practices for ML Practitioners

    Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and ... Leer más

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  • Audiolibro

    Effective Machine Learning Teams

    Best Practices for ML Practitioners

    Narrado por Ray Greenley ...

    Completo

    13 hora 45 minutos

    Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and ... Leer más

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  • Designing Machine Learning Systems

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    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 ... Leer más

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  • Hypothesis-Driven Development

    A Guide to Smarter Product Management

    de Alex Cowan ...
    There’s a lot of waste in tech. Billions of dollars of it. Software gets written and digital products designed and shipped that no one wants. Some say it’s “just a part of doing the business of innovation” in hot new markets.But waste is not inevitable anymore.Hypothesis Driven Development (HDD) is an emerging approach to digital product management for both business people and engineers. It ... Leer más

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  • Threat Modeling

    Designing for Security

    de Adam Shostack ...
    The only security book to be chosen as a Dr. Dobbs Jolt Award Finalist since Bruce Schneier's Secrets and Lies and Applied Cryptography!Adam Shostack is responsible for security development lifecycle threat modeling at Microsoft and is one of a handful of threat modeling experts in the world. Now, he is sharing his considerable expertise into this unique book. With pages of specific actionable ... Leer más

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  • Crafting Engineering Strategy

    How Thoughtful Decisions Solve Complex Problems

    de Will Larson ...
    Many engineers assume their organization doesn't have an engineering strategy—when in fact, they often do. It just may not be working. In Crafting Engineering Strategy, Will Larson (author of An Elegant Puzzle, Staff Engineer, and The Engineering Executive's Primer) offers a practical, example-rich guide to navigating technical and organizational complexity through structured, intentional strategy ... Leer más

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  • Continuous Architecture in Practice

    Software Architecture in the Age of Agility and DevOps

    Series series Addison-Wesley Signature Series (Vernon)
    Update Your Architectural Practices for New Challenges, Environments, and Stakeholder Expectations"I am continuously delighted and inspired by the work of these authors. Their first book laid the groundwork for understanding how to evolve the architecture of a software-intensive system, and this latest one builds on it in some wonderfully actionable ways."--Grady Booch, Chief Scientist for ... Leer más

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  • Data Engineering Best Practices

    Architect robust and cost-effective data solutions in the cloud era

    Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof ... Leer más

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  • Reliable Machine Learning

    Applying SRE Principles to ML in Production

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  • Agentic Architectural Patterns for Building Multi-Agent Systems

    Proven design patterns and practices for GenAI, agents, RAG, LLMOps, and enterprise-scale AI systems

    Transform GenAI experiments into production-ready intelligent agents with scalable AI systems, architectural patterns, frameworks, and responsible AI and governance best practices Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesBuild robust single and multi-agent GenAI systems for enterprise useUnderstand the GenAI and Agentic AI maturity model and ... Leer más

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  • Architecting Data and Machine Learning Platforms

    Enable Analytics and AI-Driven Innovation in the Cloud

    All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks.Authors Marco ... Leer más

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  • Managing Data as a Product

    Design and build data-product-centered socio-technical architectures

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    Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLeverage data-as-product to unlock the modular platform potential and fix flaws in ... Leer más

    $32.99 USD o gratis con Kobo Plus