Logistic Regression (Predictive Modeling) workshop using R

[mitsumi]

Logistic Regression (Predictive Modeling) workshop using R
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 550 MB
Genre: eLearning Video | Duration: 37 lectures (3 hour, 37 mins) | Language: English
 Predictive Analytics - Learn R syntax for step by step logistic regression model development and validations

What you'll learn

    Familiar with Syntax for - Step by step logistic regression modeling using R

Requirements

    Theory behind logistic regression - theory is not covered in this course
    Familiarity with basic R syntax

Description

This course is a workshop on logistic regression using R. The course

    Doesn't have much of theory - it is more of execution of R command for the purpose
    Provides step by step process details
    Step by step execution
    Data files for the modeling
    Excel file containing output of these steps

The content of the course is as follows

    Data Import and Data Sanity Check
    Development n Validation dataset preparartion 
    Important Categorical Variable selection
    Important Numeric Variable Selection
    Indicator Variable Creation
    Stepwise Regression
    Dealing with multicollinearity
    Logistic Regression Score n Probability generation in the data set
    Hands on KS Calculation
    Coefficient stability check
    Iterate for final model

Who this course is for:

    R professionals
    Analytics Professionals
    Data Scientists

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