Udemy – Statistical Analysis and Modeling with SPSS 2023-10 – Download

Description

Course “Statistical analysis and modeling using SPSS”. In this comprehensive program, you’ll 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 beginner or an experienced data analyst, this course will equip you with the knowledge and skills to conduct robust statistical analysis, build predictive models, and extract meaningful insights from your data. In this course, you will learn how to import, clean, and validate data sets, perform correlation analysis, perform linear and multiple regression modeling, learn logistic regression for binary outcomes, and learn multinormal regression for categorical outcomes. ,Practical exercises and real-life examples will strengthen your ,understanding and enable you to apply these techniques to ,different data sets.

By the end of this course, you will have a deep understanding of statistical analysis concepts, skills in using SPSS to analyze data, and the ability to use statistical models to make informed decisions in a variety of areas. Whether you work in academia, business, or research, the skills you learn in this course will enable you to extract valuable insights from data and produce meaningful results.

What will you learn

Importing different types of data sets and understanding their structure
Study of correlation methods to identify relationships between variables
Implementation of linear regression modeling for predictive analysis
Use multiple regression techniques to analyze the impact of multiple variables on an outcome.
Understanding the concepts of logistic regression and its implementation for binary classification.
Multinormal regression analysis for analyzing categorical results with more than two categories.
Interpret statistical data and make informed decisions based on the results of the analysis.

Who is this course suitable for?

This course is suitable for data enthusiasts, analysts, researchers and professionals wanting to improve their statistical analysis skills.
This course is designed for people who are interested in using statistical methods and regression modeling to make data-driven decisions in a variety of fields such as business, healthcare, finance, and social sciences.