Visit Our Website: Join Our Discord (24/7 help): Like & Subscribe: @interviewpen Tons of modern software services, such as social media and ecommerce, include systems for recommending content to users. This video dives into the details of how to deploy a machine learning algorithm at scale for recommendations, and discusses how these systems are trained and used on a recurring basis. If you liked this video and want to learn more about fundamental systems and how they can be used to solve problems, check out our full course on ! Table of Contents: 0:00 - Introduction 0:43 - ML Inputs and Outputs 2:07 - Training 2:58 - Training: Tracking Server 3:47 - Training: Incremental 5:05 - Training: Workflow Orchestration 6:01 - Inference: API 6:40 - Inference: Caching 8:03 - Next Steps Socials: Twitter: LinkedIn: Website: