Course Content
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Module 1 Foundations of Date Science: Data Visualization and Interpretation
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Module 2 Data Wrangling and Data Imputation
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Module 3 Predictive Analytics: Supervised Learning Algorithms
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Module 4 Advanced Analytics
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Module 5
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Module 6 Machine Learning Algorithms/AI
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Module 7
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Module 8
Advanced Analytics Suvervial Analysis
- Mantel—Haenszel Test
- Kaplan-Meier (Product- Limit) Estimator
- Cox’s Proportional Hazards Model
- Cox—Snell Residual
- Hazard Functions
- Proportional Hazards Assumption