SPSS: Apply & Interpret Logistic Regression Models

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Course Overview

What You'll Learn

  • This course provides a practical and applied introduction to logistic regression and supervised learning using IBM SPSS Statistics.
  • Designed for learners seeking to build analytical skills in predictive modeling, the course emphasizes both conceptual understanding and tool-based execution.
  • Through step-by-step instruction, learners will identify key components of logistic regression, configure data within SPSS, and construct predictive models using real-world case studies.

This course provides a practical and applied introduction to logistic regression and supervised learning using IBM SPSS Statistics. Designed for learners seeking to build analytical skills in predictive modeling, the course emphasizes both conceptual understanding and tool-based execution. Through step-by-step instruction, learners will identify key components of logistic regression, configure data within SPSS, and construct predictive models using real-world case studies. They will analyze model outputs, evaluate predictor significance, and interpret statistical results to make informed decisions. The course integrates Excel-based logistic modeling and reinforces learning through guided examples such as heart pulse analysis and smoking behavior classification. By the end, learners will be able to confidently apply logistic regression methods to structured datasets, assess model performance using statistical evidence, and communicate findings through SPSS-generated outputs.

Course FAQs

Is this an accredited online course?

Accreditation for 'SPSS: Apply & Interpret Logistic Regression Models' is determined by the provider, EDUCBA. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

Can this course be used for continuing education credits?

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How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'SPSS: Apply & Interpret Logistic Regression Models' on the EDUCBA online class platform, where you can complete your registration.