What level of statistics is needed for data science?

Question

Can anyone tell me what level of statistics is needed for data science?

Answer 1

Statistics is the most important skill for Data Science because it is needed to analyze and interpret the data to make conclusions and bring insights from the raw data. Data Science is one of the trending skills in the market. One can become a professional Data Scientist by enrolling in Intellipaat Data Scientist Training. The basic knowledge of the statistical concepts expected from the Data Scientist is:

• Measures of central tendency

• Measures of variance

• Probability Distributions

• Hypothesis Testing

• Dimensionality Reduction techniques

• Sampling methods

• Bayesian statistics

Also, watch this video on Mathematics for Data Science: