Advanced Statistics & Inference

Categories: Data Science
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About Course

Covers statistical modelling methods for drawing reliable insights and testing hypotheses.

What Will You Learn?

  • Conduct regression and hypothesis tests.
  • Interpret outputs from advanced statistical models.
  • Apply inference methods to real datasets.

Course Content

Regression analysis (linear, logistic)

Hypothesis testing, confidence intervals, p-values

ANOVA and correlation analysis

Checking model assumptions and limitations

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