Unlocking Insights: Correlation and Regression Analysis in Excel

Enroll in this Free Udemy Course on Excel Correlation and Regression Analysis today!

In the modern world of business and education, understanding data through scientific research is essential. Correlation and regression analyses are among the most commonly used tools for problem-solving and data interpretation. Whether you are managing a project, developing a business strategy, or preparing a thesis, mastering these analytical methods is crucial. This course focuses on Pearson Correlation Analysis and Linear Regression, providing you with the essential statistical concepts and practical Excel techniques without the need for specialized software like SPSS.

Throughout the course, you will learn the fundamentals of statistical analysis, including hypothesis formation, the concepts of population and sample, and key measurements such as average, mode, median, variance, and standard deviation. You will also explore the normality distribution assumptions, reliability levels, significance coefficients, and much more. The comprehensive structure is designed so that even with basic Excel skills, you can effectively grasp and apply the core principles of correlation and regression analysis.

The course covers a wide array of topics, from hypothesis testing to detecting outliers and calculating the Durbin-Watson statistic. By the end of this course, you will confidently perform Pearson Correlation and Multiple Linear Regression analyses from A to Z, gaining a solid foundation in statistical analytics that you can apply in various professional contexts.

What you will learn:

  • Gain the ability to perform correlation analysis
  • Learn to conduct regression analysis
  • Understand basic statistical concepts like mean, mode, median, and variance
  • Learn the concept of standard deviation
  • Develop skills to formulate hypotheses
  • Understand normality distribution assumptions
  • Perform analyses using Excel’s Data Analysis ToolPak without SPSS
  • Receive a course completion certificate in Excel Correlation and Regression Analysis

Course Content:

  • Sections: 5
  • Lectures: 26
  • Duration: 3h 27m

Requirements:

  • Basic level of Excel knowledge

Who is it for?

  • Individuals wanting to perform correlation and regression analysis without SPSS
  • Those seeking knowledge of basic statistical concepts
  • Learners interested in mastering Pearson Correlation Analysis from A to Z
  • Individuals aiming to learn Linear Regression Analysis from A to Z

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