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實現資料可信度的人員、流程和工具 「現今組織產生的資料量和種類比以往任何時候都來得多,企業需要更加了解手中的資料並為未來趨勢做好準備,他們必須採行現代資料治理方式—透過事先設計而不是事後才想到。」... more
資料準備、模型建構與MLOps常見挑戰的解決方案 本書的設計模式介紹常見的機器學習最佳實踐法和解決方案。作者是三位Google工程師,他們整理了一些經過驗證的方法,協助資料科學家匯整ML程序中常... more
解釋性。 Google工程師Valliappa Lakshmanan、Martin Görner和Ryan Gillard向您展示了如何開發準確且可解釋的電腦視覺ML模型,並使用強大的ML架構以靈活且可維護的方式將它們投入大規模生產。您將學習如何使用...... more
This book is aimed at postgraduate students who are specializing in Aviation or Air Transport Manage... more
"Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world ... more
Go on a wild adventure with Gugulu, the sloth bear, as he takes on a journey deep inside the western... more
interpretability. Google engineers Valliappa Lakshmanan, Martin Görner, and Ryan Gillard show you how to develop accurate and...... more
As you move data to the cloud, you need to consider a comprehensive approach to data governance, alo... more
The design patterns in this book capture best practices and solutions to recurring problems in machi... more
In recent decades urban regions around the world have engaged in a new process of development based ... more
Lakshmanan, tech lead for Google Cloud Platform, and Jordan Tigani, engineering director for the BigQuery team, provide best...... more
Communities serve as basic structural building blocks for understanding the organization of many rea... more
In this work, Xavier Lakshmanan argues for a textual linguistic approach to Christian theology. The book takes its...... more
The ability to arrange precisely designed patterns of nanoparticles into a desired spatial configura... more
Research on social networks has exploded over the last decade. To a large extent, this has been fuel... more
Synchronization of chaotic systems, a patently nonlinear phenomenon, has emerged as a highly active ... more
This comprehensive volume developed under the guidance of guest editors Prakash Lakshmanan and David Songstad features...... more
The world s infrastructure is largely built of concrete. With growing populations in the developing ... more
This self-contained treatment covers all aspects of nonlinear dynamics, from fundamentals to recent ... more
Ethnic Attachments in Sri Lanka examines the uses of ethnic identity in Sri Lankan society from the ... more
Due to declining transport costs and declining tariffs, trade has grown much faster than income sinc... more
This book deals with the bifurcation and chaotic aspects of damped and driven nonlinear oscillators.... more
This volume is designed to impart the fundamental concepts in experimental pharmacology, research me... more
This book brings together technical expertise, best practices, case studies and ground-level applica... more
This book constitutes the refereed proceedings of workshops, held at the 31st International Conferen... more
Databricks. Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle from ingestion to...... more
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world p... more
This guidebook focuses on four cities and sites in Maharashtra of exceptional historical importance ... more