DataAI: Operations and Processes
Data pipelines, MLOps, deployment, monitoring and governance of models in production.
COMP-323 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · CompTIA Certification Prep
Course content
- 1Data pipelinesComing
- 2Data storage for analyticsComing
- 3MLOps conceptsComing
- 4Experiment trackingComing
- 5Model deploymentComing
- 6Monitoring modelsComing
- 7Drift and retrainingComing
- 8Governance and complianceComing
- 9Security for data scienceComing
- 10Collaboration and version controlComing
- 11Cost and performanceComing
- 12Running a model in productionComing
Requirements
Recommended background. You can start any course at any time.
Description
Data pipelines, MLOps, deployment, monitoring and governance of models in production.