Shadow Deployment in Machine Learning Explained in 60 Seconds | Safe Model Rollouts

Shadow deployment in machine learning is a safe way to test a new model in production by running it alongside the existing model without impacting real users. This 60-second glossary video breaks down what shadow deployment is, how it works, and why ML teams use it to de-risk model launches. What you'll learn: - The plain-English definition of shadow deployment in ML - A simple mental model for thinking about shadow deployments - A concrete real-world example from production systems - Why shadow deployment matters for reliable, low-risk ML releases Related videos on 1MinuteGlossary: - Model Serving Explained in 60 Seconds | What is Model Serving in AI? https://www.youtube.com/watch?v=yyFocU1RAZg - Inference Optimization Explained in 60 Seconds | What is Inference Optimization? https://www.youtube.com/watch?v=Hj5cWzcBynQ - Latency in AI Systems Explained in 60 Seconds | What is AI Latency? https://www.youtube.com/watch?v=43PqxDJcXfc - Cold Start in AI Systems Explained in 60 Seconds | What is Cold Start? https://www.youtube.com/watch?v=wwa2Tzx_c1o Chapters: 00:00 Intro 00:05 Plain-English Definition 00:21 Mental Model 00:38 Practical Example 01:01 Why Shadow Deployment Matters #ShadowDeployment #MachineLearningDeployment #MlModelServing #SafeModelRollout #AiProductionSystems Watch Next: https://www.youtube.com/watch?v=yyFocU1RAZg Check out the other playlists: https://www.youtube.com/playlist?list=PLg8mVVQENKnYcEb6yyd3uGPlektphmUZS https://www.youtube.com/playlist?list=PLg8mVVQENKnawtmj5FRiMXzcVaVGd_9DF Please post your questions below in the Comments -- I'll be happy to respond a.s.a.p. ------------------- Subscribe to get notified of our new videos: https://www.youtube.com/@1MinuteGlossary?sub_confirmation=1 ------------------- Thank you for watching! If you found this video helpful, please give it a thumbs up and share it with your friends. shadow deployment shadow deployment ML ML deployment model rollout model serving production ML AI relia