Data science is a rapidly growing field that combines statistics, computer science, and domain knowledge to extract insights from data. Statistical concepts play a fundamental role in data science, as they provide the tools and techniques for collecting, cleaning, analyzing, and interpreting data.
This article will provide an overview of the key statistical concepts that data scientists need to know. It will cover both descriptive statistics and inferential statistics, as well as some more advanced topics such as probability distributions, hypothesis testing, and regression.