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IT: Artificial Intelligence & Data
Model Deployment and Monitoring
Curriculum
1 Section
9 Lessons
30 hours
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Unit 3 — Model Deployment and Monitoring
9
1.1
Wrapping Things Up
20 mins
1.2
Notes
20 mins
1.3
Prototyping with Gradio
20 mins
1.4
Creating Graphics with Plotnine
20 mins
1.5
Deploying Models as APIs
20 mins
1.6
Monitoring an LLM
20 mins
1.7
Wrapping Things Up
20 mins
1.8
Deploying a Simple Random Forest Model
20 mins
1.9
An Introduction to Model Monitoring
20 mins
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