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Can anyone tell me where can I learn Statistics for Data Science?

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First, understand which concepts of Statistics to learn for Data Science. I recommend to follow this learning path to learn Statistics for Data Science:

  • Understand Measures of central tendency like mean, median, mode
  • Understand Measures of variance like range, IQR, Standard deviation
  • Get familiar with Probability Distributions like Uniform, Normal, Poison distributions
  • Hypothesis testing like Z-test, T-test, Chi-Square Test
  • Learn about Dimensionality reduction
  • Understand about sampling techniques
  • Get basic understanding of Bayesian Statistics

After learning all the above topics, I suggest learning R programming since it has good libraries for implementing the above topics.

You can watch this video on Statistics for Data Science to learn Statistics with hands-on projects in R:

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