CS 6313 Statistical Methods for Data Science

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CS 6313 Statistical Methods for Data Science:

The course basically comprehends students about the statistical methods for data science. The Statistical Methods are formulated at a middle level. The topics covered under the program include:

1. Sampling distributions

2. Point and interval estimation

3. Parametric and nonparametric hypothesis testing.

4. Analysis of variance

5. Regression, model building, and model diagnostics.

6. Monte Carlo simulation and bootstrap

7. Introduction to a statistical software package.

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