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YouTube

Scaling Data Preparation for Your Data-Centric AI Development

Open Data Science via YouTube

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

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