Data Science: Statistics With R

This is the third course in our Data Science Program.

The specific concepts covered in this part are:
Probability, Statistical Inference, Statistical Models, Regression, and Linear Models, which
are major components of statistical analysis and data science. The case studies we discuss throughout this course are relate to the financial crisis, forecasting, and understanding heredity in an organisation.

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  • Introduction
  • Probability
  • Random variables
  • Statistical inference
  • Statistical models
  • Regression
  • Linear models
  • Correlation is not causation

Course Information

Estimated Time: 4 Weeks

Difficulty: Intermediate

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