Completed
[] Demo
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Applying DevOps Practices in Data and ML Engineering
Automatically move to the next video in the Classroom when playback concludes
- 1 [] Introduction to Antoni Ivanov
- 2 [] Applying DevOps Practices in Data and ML Engineering
- 3 [] Agenda
- 4 [] DevOps Challenges
- 5 [] Versatile Data Kit
- 6 [] DevOps for Data as a Service
- 7 [] Components
- 8 [] VDK, SDK, and VDK Runtime Control Service
- 9 [] Automate and Abstract the Development Process
- 10 [] Quick Example: DevOps Plugin
- 11 [] Automate and Abstract the Data Journey
- 12 [] Quick Example: vdk-impala, vdk-trino
- 13 [] Data Journey: Ingestion
- 14 [] Ingestion Job
- 15 [] Demo
- 16 [] Step 1: Explore VDK's Functionalities
- 17 [] Step 2: Create a Data Job
- 18 [] Features in real-time
- 19 [] Working with streaming tools
- 20 [] VK as a training model
- 21 [] Step 3: Ingestion Job
- 22 [] Step 4: Processing Job
- 23 [] Step 5: Deploy
- 24 [] Step 6: Extend Anonymize
- 25 [] Step 6: Extend SQL Validation
