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Showing posts from July, 2023

Foundational Statistics Concepts for Data Science: A Comprehensive Overview

The goal of data science, an interdisciplinary topic, is to extract knowledge and insights from both structured and unstructured data through the application of scientific methods, procedures, algorithms, and systems. It combines various techniques from different fields such as mathematics, statistics, computer science, and domain expertise. Statistics is a fundamental aspect of data science that involves analyzing and interpreting data to gain insights and make informed decisions. In this article, we will discuss seven basic statistics concepts that are essential for data science. What is Data Science Mean, Median, and Mode Indicators of central tendency include mean, median, and mode. The mean is calculated by taking the total number of data points and dividing it by all of the data points. In a dataset with values organized in order, the median represents the midpoint. In a dataset, the value with the highest frequency is called the mode. These measures provide information about the