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Statistics for Data science

Statistics for Data science

Statistics for Data science
Statistics for Data science, This course teaches Data Science with Maths statistics from basic to advanced level.
NEW
Created by Shivprasad Koirala
English
English [Auto-generated]

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What you'll learn
  • Fundamentals , What and Why of Data science.
  • Descriptive statistics Average , Mode , Min and Max using simple Excel.
  • Understanding importance of spread and finding spread using range.
  • Quartile , Inter-Quartile , outliers, standard deviation , Normal distribution and bell curve .
  • Understanding 1,2 and 3 standard deviation and applying 68,95 and 98 empirical rule.
  • Finding probability of different scenarios of normal distribution.
  • Calculating Z score to find the exact probability.
  • Binomial distribution , exact and range probability , applying binomial distribution and rules of binomial distribution.

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