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IT: Artificial Intelligence & Data
Enterprise Model Monitoring and Evaluation
Curriculum
1 Section
24 Lessons
30 hours
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Unit 4 — Enterprise Model Monitoring and Evaluation
24
1.1
SUMMARY
20 mins
1.2
BUILDING A MODEL MONITORING SYSTEM
20 mins
1.3
ANSWER KEY
20 mins
1.4
WORKBOOK TEMPLATE: GENERATIVE AI USE CASE PLANNER
20 mins
1.5
REVIEW QUESTIONS
20 mins
1.6
ANSWER KEY
20 mins
1.7
THE MICROSOFT AI/ ML SERVICES STACK
20 mins
1.8
NOTE
20 mins
1.9
REVIEW QUESTIONS
20 mins
1.10
SUMMARY
20 mins
1.11
REVIEW QUESTIONS
20 mins
1.12
MONITORING MODEL ENDPOINTS
20 mins
1.13
SUMMARY
20 mins
1.14
ANSWER KEY
20 mins
1.15
OTHER ENTERPRISE CLOUD AI PLATFORMS
20 mins
1.16
ANSWER KEY
20 mins
1.17
REVIEW QUESTIONS
20 mins
1.18
ANSWER KEY
20 mins
1.19
OPTIMIZING MODEL PERFORMANCE
20 mins
1.20
REVIEW QUESTIONS
20 mins
1.21
WORKBOOK TEMPLATE: AI/ML PLATFORM EVALUATION SHEET
20 mins
1.22
ANSWER KEY
20 mins
1.23
WORKBOOK TEMPLATE: MODEL MONITORING TRACKING SHEET
20 mins
1.24
ANSWER KEY
20 mins
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