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  • E-Books / Video TrainingLogistic Regression (Predictive Modeling) workshop using R




    Logistic Regression (Predictive Modeling) workshop using R
    h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels, s16 | 3h 37 mn | 551 MB
    Instructor: Gopal Prasad Malakar
    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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