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PART VII: Deploying and Monitoring Models
Curriculum
2 Sections
17 Lessons
10 Weeks
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18 Deploying Your Models Into Production
8
1.1
STANDARDIZING MODEL DEPLOYMENT, MONITORING, AND GOVERNANCE
10 mins
1.2
DEPLOYING YOUR MODELS
10 mins
1.3
SYNCHRONIZING ARCHITECTURE AND CONFIGURATION ACROSS ENVIRONMENTS
10 mins
1.4
MLOps AUTOMATION: IMPLEMENTING CI/CD FOR MODELS
10 mins
1.5
WORKBOOK TEMPLATE: MODEL DEPLOYMENT PLAN
10 mins
1.6
SUMMARY
10 mins
1.7
REVIEW QUESTIONS
10 mins
1.8
ANSWER KEY
10 mins
19 Monitoring Models
9
2.1
MONITORING MODELS
10 mins
2.2
KEY STRATEGIES FOR MONITORING ML MODELS
10 mins
2.3
TRACKING KEY MODEL PERFORMANCE METRICS
10 mins
2.4
REAL-TIME VS. BATCH MONITORING
10 mins
2.5
TOOLS FOR MONITORING MODELS
10 mins
2.6
BUILDING A MODEL MONITORING SYSTEM
10 mins
2.7
MONITORING MODEL ENDPOINTS
10 mins
2.8
OPTIMIZING MODEL PERFORMANCE
10 mins
2.9
WORKBOOK TEMPLATE: MODEL MONITORING TRACKING SHEET
10 mins
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