Not enough is being said about the increasingly common transition from doing a PhD in machine learning to machine learning engineering (or data scientist) in the industry. A good PhD education primarily trains one to conduct scientific research. (more…)
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An overview of the 8 components of any machine learning solution. Orchestration, feature engineering, training, prediction ... (more…)
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Learn how to build and deploy a machine learning application from scratch. An end-to-end tutorial on data scraping, modeling and deployment... (more…)
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It is especially tricky to identify software problems in the kinds of distributed applications typically deployed in k8s environments. (more…)
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