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Optimizing CI/CD Model Management and Evaluation Workflows with Weights & Biases

Offered By: Weights & Biases via YouTube

Tags

MLOps Courses Machine Learning Courses CI/CD Courses Model Evaluation Courses Model Deployment Courses Artifact Management Courses

Course Description

Overview

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Learn to enhance CI/CD pipelines for efficient deployment of top production models using Weights & Biases. Explore key concepts and benefits of effective CI/CD pipelines, implement W&B Registry as a central repository for models and datasets, and construct workflows for model evaluation and comparison. Discover how to generate reports to share results with ML teams, ultimately optimizing model management and evaluation processes in your production environment.

Syllabus

Optimizing CI/CD model management and evaluation workflows


Taught by

Weights & Biases

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