Category: The Basics
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Linear Regression Fundamentals: Bridging Theory and Practice, Part 1
Linear regression is a fundamental statistical technique to understand the relationship between two continuous variables. It works on the principle […]
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Summary Statistics: the Essential Methods for Describing Data
In the vast realm of data analysis, descriptive statistics are a powerful tool for uncovering meaningful insights and summarizing key […]
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Exploring the Power of the Law of Large Numbers
What is it the Law of Large Numbers? In probability theory and statistics, the law of large numbers is a […]
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Mastering & Customizing Venn Diagrams in Python
A Venn diagram shows all possible logical relationships between a finite collection of different sets. Thankfully, creating Venn diagrams in […]
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Set Theory: Understanding the Basics
Definition What is a set? One may think of a set as a collection of objects. These objects can be […]
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The Power of Statistics and Probability in Data Science: A Gentle Intro to Statistics & Probability
What is statistics? Statistics is defined as the science of data. It is concerned with classifying, analyzing, summarizing and presenting […]
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Mastering the Data Science Process: An Introduction
Table of contents What is data science? Definition The general data science lifecycle CRISP-DM Benefits, weaknesses, and recommendations Benefits Weaknesses […]
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A Basic Introduction to Statistics
Definition Statistics is the science of data. It is concerned with collecting, classifying, summarizing, analyzing, interpreting and presenting information. In […]
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An Introduction to Basic Probability
Definition and importance of Probability What is probability? Generally, the term probability is a measure of one’s belief in the […]