Tag: python
-
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 […]
-
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 […]
-
Predicting the Weight of Fish Using Multiple Linear Regression ๐
I recently read an article about two men who were caught cheating during a fishing tournament. Being an avid fisherman myself, I […]
-
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 […]
-
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 […]
-
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 […]
-
EDA Demystified: A Primer on Exploratory Data Analysis
Introduction Exploratory Data Analysis is a crucial step in the data science and analytics workflow. While it involves examining and […]