Course description

Advanced statistical methods involve techniques used to analyze complex data, often beyond basic descriptive or inferential statistics. These methods include multivariate analysis, time series analysis, Bayesian inference, and machine learning algorithms. They are employed to uncover patterns, make predictions, and infer relationships within large datasets. These approaches are essential in fields like economics, biology, engineering, and social sciences for data-driven decision-making.

What will i learn?

  • Apply statistical methods and hypothesis testing to business problems
  • Learn the details and complexities of Analysis of Variance (ANOVA)
  • Learn some of the details and complexities of Multiple Regression (MR)

Text books & references

Ganesh Aurora

Free

Modules

7

Skill level

Beginner

Expiry period

Lifetime

Related courses