Episode 473: Mike Del Balso on Feature Stores

Filed in Episodes by on August 19, 2021 0 Comments

Mike Del Balso co-founder of Tecton discusses Feature Stores and how it helps operationalize Machine Learning. Akshay spoke with Mike about data engineering challenges to connect signals that make a feature from various data sources to a Machine Learning Model during training and to serve it in production. Mike talks about challenges faced by engineering teams in creating custom data pipelines to connect and transform data from various sources to deploy a Model. Mike discusses Feature Stores which are an emerging area in operational machine learning that provides an end-to-end data platform to automate common data engineering challenges. He talks about how Feature Stores can automate connecting, transforming, storing and serving data required in the entire lifecycle of Machine Learning.

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SE Radio theme music: “Broken Reality” by Kevin MacLeod (incompetech.com)
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