Udemy – Statistical Analysis and Modeling with SPSS 2023-10

Udemy – Statistical Analysis and Modeling with SPSS 2023-10 Downloadly IRSpace

Apr 17, 2025 - 20:05 Updated: Aug 17, 2025 - 15:09

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Udemy – Statistical Analysis and Modeling with SPSS 2023-10

Statistical Analysis and Modeling with SPSS course. In this comprehensive program, you will embark on a journey to master statistical analysis and predictive modeling techniques using two powerful tools: SPSS (Social Science Software for Statistical Analysis); Whether you are a novice or experienced data analyst, this course will equip you with the knowledge and skills to perform robust statistical analysis, build predictive models, and extract meaningful insights from your data. During this course, you will learn how to import, clean, and inspect datasets, perform correlation analyses, perform linear and multiple regression modeling, examine logistic regression for binary outcomes, and explore multinormal regression for categorical outcomes. . Hands-on exercises and real-world examples reinforce your understanding and allow you to apply these techniques to diverse datasets.

By the end of this course, you will have a deep understanding of the concepts of statistical analysis, skills in using SPSS for data analysis, and the ability to use statistical models to make informed decisions in various fields. Whether you’re in academia, business or research, the skills gained in this course will enable you to extract valuable insights from data and produce meaningful results.

What you will learn

Importing different types of data sets and understanding their structure
Investigating correlation techniques to identify relationships between variables
Implementation of linear regression modeling for predictive analysis
Apply multiple regression techniques to analyze the effect of several variables on an outcome
Understanding the concepts of logistic regression and its implementation for binary classification
Multinormal regression analysis to analyze categorical outcomes with more than two categories
Interpreting statistical outputs and making informed decisions based on analysis results

Who is this course suitable for?

This course is suitable for data enthusiasts, analysts, researchers and professionals looking to improve their statistical analysis skills.
This course is designed for people who are interested in using statistical techniques and regression modeling for data-driven decision making in various fields such as business, health, finance and social sciences.