Tag: data science
-
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 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 […]
-
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 […]
-
The Essential Skills of a Great Data Scientist
Introduction The growing demand for data In today’s data-driven world, the demand for skilled data scientists is soaring. As organizations […]