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Linear Regression

Linear Regression basics
Introduction Linear Regression Linear Regression 

Linear Regression Basics

June 22, 2020September 25, 2020 admin 0 Comments Linear regression basics, Linear Regression

Linear Regression Basics Regression is nothing but establishing a relationship between two or more sets of attributes where the relationship

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linear regression best fit line
Best Fit Line Linear Regression Simple Linear Regression 

Best-fit line in Linear Regression

June 22, 2020September 25, 2020 admin 0 Comments best fit line

Best Fit Line in Linear Regression In this blog, let’s understand the Simple Linear Regression and how to find the

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Cost Function
Cost Function and Optimal β Linear Regression Simple Linear Regression 

Cost Function and Optimal β

June 22, 2020September 25, 2020 admin 0 Comments Cost Function, Linear regression cost function, Linear regression equation, best fit line, formula for cost function

In this blog, we will discuss the cost function for linear regression. The cost function is simply a major of

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RSS vs TSS vs R-square
Linear Regression RSS vs TSS vs R-square Simple Linear Regression 

RSS vs TSS vs R-square

June 22, 2020October 9, 2020 admin 0 Comments R squared, R-sq, Linear regression TSS, Total sum of square, TSS, RSS

RSS vs TSS vs R-square RSS Residual Sum of Square (RSS) is the sum of squares of error terms and

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Linear Regression Model Building
Linear Regression 

Linear Regression Model Building

June 22, 2020September 27, 2020 admin 0 Comments python linear regression, LInear regression model, Linear regression example, Linear regression scikit example

Linear Regression Model Using Python In this blog, we will build a simple linear regression model step by step using

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Predict Sales Using Linear Regression
Linear Regression Multiple Linear Regression Project-1-Advertising Sales study 

Case Study-1 Advertising Sales

June 22, 2020December 6, 2020 admin 0 Comments LInear regression model, Linear regression example

Predict Sales Using Linear Regression: Advertising – Sales Problem In this problem statement, the manager of a sales team wants

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Variance Inflation factor
Linear Regression 

Variance Inflation Factor(VIF)

June 22, 2020October 29, 2020 admin 0 Comments What is Variance, VIF formula, VIF, VIF in python, what is VIF

Variance Inflation Factor / What is VIF / VIF / VIF in python In this blog, we will discuss the

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Linear regression case study
Linear Regression Multiple Linear Regression Project-2-Housing Case Study 

Case Study-2-House Sale Price Prediction

June 22, 2020September 20, 2020 admin 0 Comments House sale prediction, Housing case study, linear regression free projects

Linear regression Case Study : House Sale Price Prediction In this blog, you will find one more example of a

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About Us

At dataunbox, we have dedicated this blog to all students and working professionals who are aspiring to be a data engineer or data scientist. As Machine Learning and Data Science considered as next-generation technology, the objective of dataunbox blog is to provide knowledge and information in these technologies with real-time examples including multiple case studies and end-to-end projects.

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