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. <ol> <li>What is inferential and descriptive statistics</li> <li>Population</li> <li>Random Variable and its Types</li> <li>Sampling and types of Sampling</li> </ol> <a href="https://medium.com/@kritiikaaa/statistics-you-need-to-know-to-become-a-data-scientist-6ece6e97338f">Learn More</a>