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OLS

OLS

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OLS

#ols·0 followers·3 articles
OLS
Abhilash PS
Abhilash PS
abhilashps.me·Jul 26, 2025
Jul 26, 2025

Part 3: Understanding Linear Regression for Accurate Predictions - The Line Function

In this part of the series, we will dive into one of the most foundational concepts in machine learning — Linear Regression. We'll explore its core ideas and intuitively walk through the mathematics involved. Using only Python and NumPy, we'll implem...

Part 3: Understanding Linear Regression for Accurate Predictions - The Line Function
Discuss·2 reads
My AI Journey: Learning from First Principles
ordinary-least-squares
Jyoti Yadav
Jyoti Yadav
jyotiyadav.hashnode.dev·Aug 06, 2023
Aug 06, 2023

Statistics: How Should I interpret results of OLS?

Linear regression is a simple but powerful tool to analyze the relationship between a set of independent and dependent variables. But, often people tend to ignore the assumptions of OLS before interpreting the results of it. Therefore, it is an essen...

Discuss·5 reads
Data Science
Yuvraj Singh
Yuvraj Singh
yuvraj01.hashnode.dev·Jul 15, 2023
Jul 15, 2023

Let's understand linear regression OLS method

I hope you are doing great. Today, we will discuss everything you need to know about the linear regression algorithm. Let me tell you that after going through this blog, I can assure you that you will be fully equipped with the linear regression algo...

Let's understand linear regression OLS method
Discuss·10 likes·9 reads
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