Regression Analysis: Simplify Complex Data Relationships

This is the fourth course in the Google Advanced Data Analytics Certificate. Data professionals use regression analysis to discover the relationships between different variables in a dataset and identify key factors that affect business performance. In this course, you’ll practice modeling variable relationships. You'll learn about different methods of data modeling and how to use them to approach business problems. You’ll also explore methods such as linear regression, analysis of variance (ANO

• Investigate relationships in datasets
• Identify regression model assumptions
• Perform linear and logistic regression using Python
• Practice model evaluation and interpretation

• Basic Python programming
• Fundamental statistics