Production-grade Machine Learning with Flyte Workshop at PyData Global 2022
MLOps encapsulates the discipline of — and infrastructure that supports — building and maintaining machine learning models in production. This tutorial will highlight four challenges in carrying this out effectively: scalability, data quality, reproducibility, recoverability, and auditability. As a data science and machine learning practitioner, you’ll learn how Flyte, an open source data- and machine-learning-aware orchestration tool, is designed to overcome these challenges and you'll get your hands dirty using Flyte to build ML pipelines with increasing complexity and scale!
As a part of the PyData Global 2022 virtual conference, you must be a registered attendee to participate in the workshop. You may get tickets at a pay-what-you-will price.
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