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Automating Machine Learning Workflow with DVC

Offered By: EuroPython Conference via YouTube

Tags

EuroPython Courses Model Deployment Courses Data Ingestion Courses DVC Courses

Course Description

Overview

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Explore a comprehensive guide to automating machine learning workflows using DVC in this 30-minute talk from EuroPython 2020. Learn how to create efficient ML pipelines, from data ingestion to model deployment, regardless of project size. Discover the benefits of organizing data, models, and experiments with DVC, an open-source version control system for data scientists and ML engineers. Gain practical insights through examples and understand essential machine learning concepts necessary for pipeline implementation. Suitable for beginners, this presentation aims to motivate data scientists and ML engineers to start building automated machine learning pipelines, with basic knowledge of machine learning and version control systems being helpful but not mandatory.

Syllabus

Hongjoo Lee - Automating machine learning workflow with DVC


Taught by

EuroPython Conference

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