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SAS Predictive Modeling : Fun with Regression & Time Series

Features Includes:
  • Self-paced with Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App

Course Preview Video

  • Author

    Hands On

  • Categories

    Profession

  • Duration

    02:59:35

  • 0 Students Enrolled

Description

SAS Predictive Modeling - Series - 2: Linear Regression, Logistic Regression and Time Series

This course is a path of a SAS predictive modeling. This program emphasis on deep understanding of hypothesis testing using use case. You will learn a variety of statistical test with applied predictive analytics approaches using the most popular software SAS as well as strategies to know how to apply the appropriate one to your specific data and question. Participants will discover trained and best practices from the experiences of academic and industry experts. This program will help you to build a robust data science skills. This will cover the following topics:

  • Build a regression model
  • Check Auto correlation & Multi collinearity
  • Stepwise Regression process
  • Logistic Regression
  • Confusion Matrix
  • Time Series Forecasting
  • ARIMA modeling

Basic knowledge
  • There are no formal prerequisites for this course

What will you learn
  • Linear Regression, Multiple Regression
  • Logistic Regression
  • Time Series forecasting
  • Hands On Exercises using SAS
  • ARIMA Modelling
  • Live case studies on regression, logistic regression, time series forecasting, building ARIMA model
Course Curriculum
Number of Lectures: 23 Total Duration: 02:59:35
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