YoVDO

How Spotify Built a Robust Ray Platform with a Frictionless Developer Experience

Offered By: Anyscale via YouTube

Tags

Machine Learning Courses Python Courses Distributed Systems Courses Scalability Courses Anyscale Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore how Spotify's ML platform team built a centralized Ray platform for thousands of diverse users in this 36-minute conference talk. Discover the team's learnings and solutions over the past year, including creating a seamless developer experience, enhancing platform reliability, scalability, performance, and cost-efficiency, and leveraging the Ray ecosystem for ML development. Learn about the goals and design decisions behind Spotify's managed Ray platform, their focus on frictionless developer experience for ML practitioners, and how Ray has accelerated various ML applications. Gain insights and inspiration for your own Ray journey through Spotify's experiences and lessons learned. Access the accompanying slide deck for additional visual information and details.

Syllabus

How Spotify Built a Robust Ray Platform with a Frictionless Developer Experience


Taught by

Anyscale

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Natural Language Processing
Columbia University via Coursera
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent