Overview
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This webinar explains how DataOps supports the machine-learning lifecycle by automating data preparation, versioning, labeling, transformation, validation, and scalable pipeline processing. It also introduces Pachyderm’s containerized pipelines and immutable data lineage for reproducibility and compliance.
Syllabus
Intro
The ML Maturity Journey
The Machine Learning Lifecycle
How Do You Address These Challenges While
DataOps Pipelines for Machine Learning
Pachyderm for DataOps
Pachyderm DataOps Benefits
Pachyderm Enterprise
Containerized End-to-End Pipelines
Data Lineage
Taught by
Open Data Science