Tag: python
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Stripping Strings in Python
Introduction When working with strings in Python, cleaning up unwanted whitespace or characters is often necessary. Whether you’re processing user […]
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Book Review: Practical Statistics for Data Scientists
Bottom Line Up Front Statistics is essential for doing data science, but it is often not readily available or easily […]
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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
use descriptive statistics and explore its significance in extracting valuable information from data.
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Predicting the Weight of Fish Using Multiple Linear Regression 🐟
I recently read an article about two men who were caught cheating during a fishing tournament. Being an avid fisherman myself, I […]
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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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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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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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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 […]