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A Guide to Implementing MLOps

From Data to Operations

by Prafful Mishra ...

Series series Synthesis Collection of Technology (R0)
Over the past decade, machine learning has come a long way, with organisations of all sizes exploring its potential to extract valuable insights from data. However, despite the promise of machine learning, many organisations need help deploying and managing machine learning models in production. This is where MLOps comes in. MLOps, or machine learning operations, is an emerging field that focuses ... Read more

$57.99 CAD

Over the past decade, machine learning has come a long way, with organisations of all sizes exploring its potential to extract valuable insights from data. However, despite the promise of machine learning, many organisations need help deploying and managing machine learning models in production. This is where MLOps comes in. MLOps, or machine learning operations, is an emerging field that focuses
... Read more

Fundamentals of Data Engineering

Plan and Build Robust Data Systems

by 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 ... Read more

$67.99 CAD

Also available as: Audiobook

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
... Read more

Also available as: Audiobook
Continuous Delivery

Reliable Software Releases through Build, Test, and Deployment Automation

by Jez Humble, David Farley ...

Series series Addison-Wesley Signature Series (Fowler)
Winner of the 2011 Jolt Excellence Award!Getting software released to users is often a painful, risky, and time-consuming process.This groundbreaking new book sets out the principles and technical practices that enablerapid, incremental delivery of high quality, valuable new functionality to users. Throughautomation of the build, deployment, and testing process, and improved collaboration ... Read more

$57.99 CAD

Winner of the 2011 Jolt Excellence Award!Getting software released to users is often a painful, risky, and time-consuming process.This groundbreaking new book sets out the principles and technical practices that enablerapid, incremental delivery of high quality, valuable new functionality to users. Throughautomation of the build, deployment, and testing process, and improved collaboration
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Solutions Architect's Handbook

Kick-start your career as a solutions architect by learning architecture design principles and strategies

by Saurabh Shrivastava, Neelanjali Srivastav ...

Third edition out now with coverage on Generative AI, clean architecture, edge computing, and moreKey FeaturesTurn business needs into end-to-end technical architectures with this practical guideAssess and overcome various challenges while updating or modernizing legacy applicationsFuture-proof your architecture with IoT, machine learning, and quantum computingBook DescriptionBecoming a solutions ... Read more

$73.99 CAD or Free with Kobo Plus

Third edition out now with coverage on Generative AI, clean architecture, edge computing, and moreKey FeaturesTurn business needs into end-to-end technical architectures with this practical guideAssess and overcome various challenges while updating or modernizing legacy applicationsFuture-proof your architecture with IoT, machine learning, and quantum computingBook DescriptionBecoming a solutions
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Practical MLOps

Operationalizing Machine Learning Models

by Noah Gift, Alfredo Deza ...

Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.Current and aspiring machine ... Read more

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Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.Current and aspiring machine
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ChatGPT for Coders

Unlock the Power of AI with ChatGPT: A Comprehensive Guide to Efficient and Effective Coding

by Sean A Williams ...

Series series How to
This book takes you on a journey through the world of coding with ChatGPT, exploring the benefits and applications of this cutting-edge technology.From understanding basic coding concepts and working with data to web development, machine learning, and beyond, this guide provides a comprehensive understanding of coding with ChatGPT. You will learn how to debug code, integrate ChatGPT with other ... Read more

$7.04 CAD or Free with Kobo Plus

This book takes you on a journey through the world of coding with ChatGPT, exploring the benefits and applications of this cutting-edge technology.From understanding basic coding concepts and working with data to web development, machine learning, and beyond, this guide provides a comprehensive understanding of coding with ChatGPT. You will learn how to debug code, integrate ChatGPT with other
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AWS for Solutions Architects

The definitive guide to AWS Solutions Architecture for migrating to, building, scaling, and succeeding in the cloud

by Saurabh Shrivastava, Neelanjali Srivastav, Alberto Artasanchez, Imtiaz Sayed ...

This is an outdated edition, and we have a new third edition live covering real-world patterns, GenAI strategies, cost optimization techniques, and certification-aligned best practices.Key FeaturesComprehensive guide to automating, networking, migrating, and adopting cloud technologies using AWSExtensive insights into AWS technologies, including AI/ML, IoT, big data, blockchain, and quantum ... Read more

$56.99 CAD or Free with Kobo Plus

This is an outdated edition, and we have a new third edition live covering real-world patterns, GenAI strategies, cost optimization techniques, and certification-aligned best practices.Key FeaturesComprehensive guide to automating, networking, migrating, and adopting cloud technologies using AWSExtensive insights into AWS technologies, including AI/ML, IoT, big data, blockchain, and quantum
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Solutions Architect's Handbook

Kick-start your career with architecture design principles, strategies, and generative AI techniques

by Saurabh Shrivastava, Neelanjali Srivastav ...

From fundamentals and design patterns to the latest techniques such as generative AI, machine learning and cloud native architecture, gain all you need to be a pro Solutions Architect crafting secure and reliable AWS architecture. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesHits all the key areas -Rajesh Sheth, VP, Elastic Block Store, AWSOffers the knowledge ... Read more

$48.99 CAD or Free with Kobo Plus

From fundamentals and design patterns to the latest techniques such as generative AI, machine learning and cloud native architecture, gain all you need to be a pro Solutions Architect crafting secure and reliable AWS architecture. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesHits all the key areas -Rajesh Sheth, VP, Elastic Block Store, AWSOffers the knowledge
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Threat Modeling

by Izar Tarandach, Matthew J. Coles ...

Threat modeling is one of the most essential--and most misunderstood--parts of the development lifecycle. Whether you're a security practitioner or a member of a development team, this book will help you gain a better understanding of how you can apply core threat modeling concepts to your practice to protect your systems against threats.Contrary to popular belief, threat modeling doesn't require ... Read more

$57.99 CAD

Threat modeling is one of the most essential--and most misunderstood--parts of the development lifecycle. Whether you're a security practitioner or a member of a development team, this book will help you gain a better understanding of how you can apply core threat modeling concepts to your practice to protect your systems against threats.Contrary to popular belief, threat modeling doesn't require
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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

$57.99 CAD

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
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Mastering Data Engineering and Analytics with Databricks

by Manoj Kumar ...

Master Databricks to Transform Data into Strategic Insights for Tomorrow's Business ChallengesKey Features● Combines theory with practical steps to master Databricks, Delta Lake, and MLflow.● Real-world examples from FMCG and CPG sectors demonstrate Databricks in action.● Covers real-time data processing, ML integration, and CI/CD for scalable pipelines.● Offers proven strategies to optimize ... Read more

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Master Databricks to Transform Data into Strategic Insights for Tomorrow's Business ChallengesKey Features● Combines theory with practical steps to master Databricks, Delta Lake, and MLflow.● Real-world examples from FMCG and CPG sectors demonstrate Databricks in action.● Covers real-time data processing, ML integration, and CI/CD for scalable pipelines.● Offers proven strategies to optimize
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The Machine Learning Solutions Architect Handbook

Practical strategies and best practices on the ML lifecycle, system design, MLOps, and generative AI

by David Ping ...

Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML ... Read more

$36.99 CAD or Free with Kobo Plus

Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML
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Synthesis Collection of Technology (R0)

A Guide to Implementing MLOps

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Fundamentals of Data Engineering

Continuous Delivery

Solutions Architect's Handbook

Practical MLOps

ChatGPT for Coders

AWS for Solutions Architects

Solutions Architect's Handbook

Threat Modeling

Architecting Data and Machine Learning Platforms

Mastering Data Engineering and Analytics with Databricks

The Machine Learning Solutions Architect Handbook

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