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thompson s managing machine learning projects meap v4 2022

Type:: E-books
Files:: 1
Size:: 9.4 MB
Uploaded On:: July 18, 2022, 10:49 a.m.
Added By:: andryold1
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Info Hash:: D06FF8CD2128FAC5BB945784EB91689074B0FAEE

Textbook in PDF format Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required! Managing Machine Learning Projects is an end-to-end guide for project managers who need to deliver machine learning applications on time and under budget. It gives you a unique set of tools, approaches, and processes designed to handle the unique requirements of machine learning project management—all proven in practice to deliver success in full-scale business environments. Introduction: Delivering Machine Learning projects is hard, let’s do it better Pre-project: from opportunity to requirements Pre-project: from requirements to a proposal Sprint Zero: Getting started Sprint 1: Diving into the problem Sprint 1: EDA, ethics, baseline evaluation Sprint 2: Making useful models with ML Sprint 2: Testing and selection Sprint 3: System building and production Post project (Sprint Ω)

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Thompson S. Managing Machine Learning Projects (MEAP V4) 2022.pdf 9.4 MB

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thompson s managing machine learning projects meap v4 2022

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