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What statistics should I know to do data science?

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Elevating Understanding, One Equation at a Time: Your Path to Mathematical Mastery Begins Here

According to Elite Data Science, a data science educational platform, data scientists need to understand the fundamental concepts of descriptive statistics and probability theory, open_in_new which include the key concepts of probability distribution, statistical significance, hypothesis testing and...
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According to Elite Data Science, a data science educational platform, data scientists need to understand the fundamental concepts of descriptive statistics and probability theory, open_in_new which include the key concepts of probability distribution, statistical significance, hypothesis testing and regression.

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Online Mathematics tutor with 6 years experience(Online Classes for 10th to 12th)

Statistics Needed for Data ScienceTherefore, it shouldn't be a surprise that data scientists need to know statistics. For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data
read more

Statistics Needed for Data ScienceTherefore, it shouldn't be a surprise that data scientists need to know statistics. For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data

read less
Comments

My teaching experience 12 years

Statistics Needed for Data ScienceTherefore, it shouldn't be a surprise that data scientists need to know statistics. For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data
Comments

My teaching experience 12 years

Statistics Needed for Data ScienceTherefore, it shouldn't be a surprise that data scientists need to know statistics. For example, data analysis requires descriptive statistics and probability theory, at a minimum. These concepts will help you make better business decisions from data
Comments

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Yes, you can. But as we know very well machine learning needs some programming fundamentals as well. So you have to go through a little touch up of programming and algorithms.
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