Building and Deploying Real-World ML Models with Ray and Weights & Biases
Offered By: Anyscale via YouTube
Course Description
Overview
Explore case studies of companies leveraging Weights & Biases and Ray for MLOps infrastructure in this 32-minute conference talk. Learn how to utilize Ray Tune with Weights & Biases Sweeps for scalable hyperparameter optimization. Gain insights into building and deploying real-world machine learning models using these powerful tools. Discover practical applications and best practices for integrating Ray and Weights & Biases into your ML workflow.
Syllabus
Ray + Weights & Biases: Build and deploy real-world ML models
Taught by
Anyscale
Related Courses
Machine Learning Operations (MLOps): Getting StartedGoogle Cloud via Coursera Проектирование и реализация систем машинного обучения
Higher School of Economics via Coursera Demystifying Machine Learning Operations (MLOps)
Pluralsight Machine Learning Engineer with Microsoft Azure
Microsoft via Udacity Machine Learning Engineering for Production (MLOps)
DeepLearning.AI via Coursera