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How ML System Design helps us to make better ML products

Xebia

Table of Contents What is Machine Learning System Design? Design Process Clarify requirements Frame problem as an ML task Identify data sources and their availability Model development Serve predictions Observability Iterate on your design What is Machine Learning System Design?

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A collaborative online diagram board to help you seamlessly conduct system design interviews

Hacker Earth Developers Blog

System design interviews are an integral part of tech hiring and are conducted later in the interview process. System design interviews help you assess a candidate’s ability to design complex systems and understand their thought process for creating real-world products. What are system design interviews? .

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A collaborative online diagram board to help you seamlessly conduct system design interviews

Hacker Earth Developers Blog

System design interviews are an integral part of a tech hiring process and are conducted later in the interview process. System design interviews are for assessing a candidate’s ability to design complex systems and understand their thought process for creating real-world products.

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Coach your Architects in Agile Architecture!

Xebia

Some companies ignore architects in their transformation, some will upskill their architects, and some will make the DevOps teams responsible for the architecture. A core problem we see is that those responsible for the transformation have little experience dealing with architecture in an agile way.

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Agile Book Club: System Architecture

James Shore

But what about the components that make up a deployed system? Those components and interactions form your system architecture. Once a dedicated code slinger, Doc has turned his energy toward helping teams, departments, and companies work better together in the pursuit of better software. Reading: ?? About the Book Club.

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GSAS Talk: Pragmatic Approach to Architecture Metrics – Part 1

Apiumhub

In their thought-provoking presentation titled “Pragmatic Approach to Architecture Metrics” at GSAS’22 organized by Apiumhub , Sonya Natanzon, and Vlad Khononov delivered valuable insights. The success of software architecture hinges upon its adaptability to meet evolving business requirements.

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Article: Thriving in the Complexity of Software Development Using Open Sociotechnical Systems Design

InfoQ Culture Methods

An organisation designed using open sociotechnical systems theory will be a more humane one where people are more engaged. The amazing progress made in technology has led to blindly following the technical imperative at the cost of the social and human dimension.