Building Modern Machine Learning Pipelines

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Presented by

Banjo Obayomi, Sr. Developer Advocate, AWS

About this talk

Software engineering has changed dramatically over the years with better collaborative development practices, migration from monoliths to microservices and more. But what about machine learning? How has machine learning based development evolved over the years? In this session, we'll discuss early ML setup and practices and how it's evolved into today's collaborative data science and streamlined ML deployment and MLOps best practices.
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Join this channel to learn best practices and insights on how to: containerize existing apps for increased cost efficiency, deliver new cloud-native and process-driven apps using microservice architectures, take an agile approach to integrate APIs and data, and do it all in a culture of collaboration using DevOps best practices.