Data Science is the hottest job of the 21st century with an average salary of 120,000 USD per year. Now, if you want to foray into the world of data science, you need to have good command over statistics..This in-depth course starts from a complete beginner’s perspective and introduces you to the various facets of statistics and concepts that are required to solve a variety of data science problems. You will learn how to apply these concepts to business problems.This course will be taught by Dr.Abhinanda Sarkar, Academic Director – Great Learning who has his Ph.D. in Statistics from Stanford University. He has taught applied mathematics at the Massachusetts Institute of Technology (MIT); been on the research staff at IBM; led Quality, Engineering Development, and Analytics functions at General Electric (GE); and has co-founded OmiX Labs.

Skills covered

  • checkStatistics

Course Syllabus

Statistics for Data Science

  • playDescriptive statistics
  • playUnderstanding distributions and plots
  • playUnivariate statistical plots and usage
  • playBivariate and multivariate statistics
  • playIntroduction to probability
  • playAddition and multiplication rule
  • playBayes theorem
  • playSpam not spam problem using bayes theorem
  • playBinomial and normal distribution
  • playPoisson probability function
  • playNormal distribution function

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