Data Science in the Real World

Architecting a Machine Learning Pipeline

How to build scalable ML systems — Part 2/2

Semi Koen
Towards Data Science
18 min readApr 5, 2019

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Preface

When developing a model, data scientists work in some development environment tailored for Statistics and Machine Learning (Python, R etc) and are able to train and test models all in one ‘sandboxed’…

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Passionate about creating elegant software. Fuelled by iced coffees & witty words. Currently in Japan. Opinions are my own; often flawed