Tag: data analysis
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Linear Regression Fundamentals: Simple Linear Model, Part 2
Linear regression is a fundamental statistical technique to understand the relationship between two variables. It works on the principle of fitting a straight line through data points to model the relationship between the independent variable and the dependent variable(s).
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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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The Bias-Variance Trade-Off: Understanding the Balance in Models
What is the Bias-Variance Trade-Off The bias-variance tradeoff is a fundamental concept in machine learning that highlights the balance between […]
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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 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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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 […]
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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 […]