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After the completion of this training, you will be able to:
- Understand Basics of Statistics using R
- Explain Regression
- Understand Simple, Multiple, Advanced and Logistic Regression
- Perform model fitting using Linear Regression
- Explain What is Heteroscedasticity?
- Understand Binary Response Variable and Linear Probability Model
- Explain Imputation
- Understand Forecasting
- Learn Neural Networks
- Explain Dimensionality Reduction
- Understands the algorithms associated with Dimensionality Reduction
- Understand Survival Analysis
