Read the abstract ➤ https://www.conf42.com/Kube_Native_2023_Antoni_Ivanov_devops_data_ml_engineering Other sessions at this event ➤ https://www.conf42.com/kubenative2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC VMWare on github ➤ https://github.com/vmware/versatile-data-kit Chapters 0:00 intro 0:27 preamble 0:40 about 'moneyball' 2:19 agenda 2:39 applications 3:41 data applications 4:42 data journey 6:40 api 6:59 api components 7:47 api for data example 10:39 api for data 12:25 slos and slas for data 13:56 devops cycle for data 15:48 versatile data kit 17:03 versatile data kit sdk 18:20 what are we going to do? 20:50 versatile data kit control service 23:34 dataops for data 25:14 thank you