Statistics you need to know to become a Data Analyst/Scientist

Confused about where to start when it comes to learning statistics for becoming a data scientist? I was too. Grabbing an old Math books to read topics like probability , statistics might help but how much? And what all topics do we need to go through? Here is a checklist for all the statistics topic that you need to know to become data analyst/Scientist.

  1. What is inferential and descriptive statistics
  2. Population
  3. Random Variable and its Types
  4. Sampling and types of Sampling

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