Introduction to Statistic

This course id divided into 18 different modules which will give an in-depth knowledge on what required statistical skill to become a Data Scientist. Below is the overiew of the topics covered under this course. 

 

  • Introduction to StatisticsDescribing Univariate Data
  • Describing Bivariate DataIntroduction to Probability (elementary)Normal DistributionSampling DistributionsPoint EstimationConfidence IntervalsThe Logic of Hypothesis Testing
  • Testing Hypotheses with Standard Errors Power
  • Introduction to Between-Subjects ANOVAFactorial Between-Subjects ANOVA
  • Within-Subjects/Repeated Measures ANOVA
    Prediction
  • Chi Square
  • Distribution-Free Tests
  • Measuring Effect Size