Hey! This article is also available on YouTube: What is MLOps? MLOps is a methodology of operation that aims to facilitate the process of bringing an experimental Machine Learning model into production and maintaining it efficiently. MLOps focus on bringing the methodology of DevOps used in the software industry to...
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Brief introduction to Alibaba’s Alink: A Flink-based ML Platform and Text Sentiment Analysis using Logistic Regression
What is Alink? Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform. Alink contains a variety of ready-to-use ML algorithms and can even compete with Python-based frameworks and libraries on the number of features. Some of the features are also...
Continue reading...Feature Store 101: Machine Learning
What is a feature store? Machine learning does not operate solely based on models. To make predictions you also need features. According to Wikipedia, a feature is an individual measurable property or characteristic of a phenomenon. But this definition may seem confusing and needs to be clarified. In simple terms,...
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