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Bio

Dmitry Spodarets — Founder and CEO at Data Phoenix — is a cloud computing expert and Data Science evangelist. Dmitry specializes in infrastructure and Data Science solutions for business, as well as in the application of HPC for faster and more cost-efficient ML model training. Responsible for running Data Science Digest, Dmitry participates in Open Data Science community, increases awareness about AI & ML, and organizes a variety of tech events and meetups in Odesa.

How to speed up the development of ML models through MLOps

Data Science and Machine Learning

In this talk, we'll cover the best practices and tools of MLOps. Explore in practice how you can design and build a robust infrastructure for data & model versioning, automated training, testing and deployment of ML models, and experiment tracking. For this, we're going to use a bundle of GitLab+DVC+CML+MLFlow+AWS(S3+EC2+SageMaker).

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