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This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement.

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Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements.

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This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries.

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Course Curriculum

Getting Data Ready for Regression Model
	Transportation Problem in Excel using Goal Seek	00:12:00
	Gathering Business Knowledge	00:03:00
	Data Exploration	00:03:00
	The Data and the Data Dictionary	00:07:00
	Univariate analysis and EDD	00:03:00
	Discriptive Data Analytics in Excel	00:10:00
	Outlier Treatment	00:04:00
	Identifying and Treating Outliers in Excel	00:04:00
	Missing Value Imputation	00:03:00
	Identifying and Treating missing values in Excel	00:04:00
	Variable Transformation in Excel	00:03:00
	Dummy variable creation: Handling qualitative data	00:04:00
	Dummy Variable Creation in Excel	00:07:00
	Correlation Analysis	00:09:00
	Creating Correlation Matrix in Excel	00:08:00
Creating Regression Model
	The Problem Statement	00:01:00
	Basic Equations and Ordinary Least Squares (OLS) method	00:08:00
	Assessing accuracy of predicted coefficients	00:14:00
	Assessing Model Accuracy: RSE and R squared	00:07:00
	Creating Simple Linear Regression model	00:02:00
	Multiple Linear Regression	00:05:00
	The F - statistic	00:08:00
	Interpreting results of Categorical variables	00:05:00
	Creating Multiple Linear Regression model	00:07:00
What-if analysis
	Excel: Running Linear Regression using Solver	00:08:00
Assessment
	Assessment - Linear Regression Analysis In MS Excel	00:10:00
Certificate of Achievement
	Certificate of Achievement	00:00:00
Get Your Insurance Now
	Get Your Insurance Now	00:00:00
Feedback
	Feedback	00:00:00

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Linear Regression Analysis in Microsoft Excel

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