Course Content
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Module 1 Foundations of Date Science: Data Visualization and Interpretation
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Module 2 Data Preprocessing and Imputation
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Module 3 Predictive Analytics: Supervised Learning Algorithms
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Module 4 (Advanced Analytics 1) unsupervised Learning Algorithms
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Module 5
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Module 6
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Module 7
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Module 8
Part -12
Part-12: Dimension Reduction Analysis :
- Introduction to Factor Analysis
- Principle component analysis
- Reliability Test
- KMO MSA tests, Eigen Value Interpretation,
- Rotation and Extraction steps
- Varmix Models
- Conformity Factor Analysis
- Exploitary Factor Analysis
- Factor Score for Regression