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IT: Artificial Intelligence & Data
Production ML Monitoring and Deployment
Curriculum
1 Section
9 Lessons
30 hours
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Unit 4 — Production ML Monitoring and Deployment
9
1.1
Model Monitoring with Evidently AI
20 mins
1.2
Building a Model Monitoring System
20 mins
1.3
Final Thoughts on Monitoring
20 mins
1.4
Step 1: Understand the Problem
20 mins
1.5
Step 2: Model Selection and Training
20 mins
1.6
Step 3: Deploy and Maintain
20 mins
1.7
Step 4: Collaborate and Communicate
20 mins
1.8
Emerging Trends in LLMs
20 mins
1.9
Next Steps in Learning
20 mins
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