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29-11-2020, 07:26

Learn Regression Analysis for Business

Category: Tutorials

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Learn Regression Analysis for Business
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 56 lectures (3h 26m) | Size: 1.19 GB

A complete hands on practical exercises to build regression models that are highly used for business analysis.


Learn Regression Analysis and build your own Regression Model step by step through real business scenarios

Learn about different types of Regression Models and their use

Run Regression Analysis in several computer applications

Learn in detail to build Linear Regression Model and Logistic Model which are highly used in business analysis

Interpret the results of the Regression Analysis and translate them to business recommendations

Build Regression Models and use them in your business

Assess quality and efficiency of your model using several measures and indicators

Hands on three real business scenarios

Basic knowledge in using Excel

This course is designed to start with the very basics then add up information gradually. Accordingly students who have fair background in regression analysis can choose to jump to the practical part of the course to learn building regression models in detail.

In this course you will learn about different types of regression models and learn to build and use the ones used in business analysis. You will learn step by step how to understand a business problem from data observations and detee the variables you need to include in regression analysis.

You will also learn how to interpret model coefficients from business point of view and assess regression model's prediction power using several indicators, such as: R-squared and p-value. After that you will be able to prepare your business recommendations that can be used by decision makers.

All who need to learn regression analysis and use them in business



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