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Effective Machine Learning Teams

Best Practices for ML Practitioners

by David Tan, Ada Leung, David Colls ...

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 ... Read more

$48.99 USD

Also available as: Audiobook

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
... Read more

Also available as: Audiobook
Audiobook

Effective Machine Learning Teams

Best Practices for ML Practitioners

by David Tan, Ada Leung, David Colls ...

Narrated by Ray Greenley ...

Unabridged

13 hours 45 min

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 ... Read more

$24.99 USD

Also available as: eBook

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
... Read more

Also available as: eBook

Designing Machine Learning Systems

An Iterative Process for Production-Ready Applications

by 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 ... Read more

$41.09 USD

Also available as: Audiobook

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
... Read more

Also available as: Audiobook
Hypothesis-Driven Development

A Guide to Smarter Product Management

by 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 ... Read more

$24.99 USD

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
... Read more
Threat Modeling

Designing for Security

by 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 ... Read more

$54.00 USD

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
... Read more
Crafting Engineering Strategy

How Thoughtful Decisions Solve Complex Problems

by 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 ... Read more

$24.49 USD

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
... Read more
Continuous Architecture in Practice

Software Architecture in the Age of Agility and DevOps

by Eoin Woods, Murat Erder, Pierre Pureur ...

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 ... Read more

$38.69 USD

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
... Read more
Data Engineering Best Practices

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

by David Larochelle, Richard J. Schiller ...

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 ... Read more

$35.99 USD or Free with Kobo Plus

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
... Read more
Reliable Machine Learning

Applying SRE Principles to ML in Production

by Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood ...

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model ... Read more

$48.99 USD

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model
... Read more
Agentic Architectural Patterns for Building Multi-Agent Systems

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

by Dr. Ali Arsanjani, Juan Pablo Bustos ...

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 ... Read more

$43.19 USD or Free with Kobo Plus

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
... Read more
Managing Data as a Product

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

by Andrea Gioia ...

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 ... Read more

$32.39 USD or Free with Kobo Plus

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
... Read more
Architecting Data and Machine Learning Platforms

Enable Analytics and AI-Driven Innovation in the Cloud

by Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner ...

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 ... Read more

$41.09 USD

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
... Read more

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Effective Machine Learning Teams

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Designing Machine Learning Systems

Hypothesis-Driven Development

Threat Modeling

Crafting Engineering Strategy

Continuous Architecture in Practice

Data Engineering Best Practices

Reliable Machine Learning

Agentic Architectural Patterns for Building Multi-Agent Systems

Managing Data as a Product

Architecting Data and Machine Learning Platforms

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