Linear Regression analysis in Excel. Analytics in Excel includes regression analysis, Goal seek and What-if analysis
InstructorStart-Tech AcademyThe curriculum addresses essential data preparation steps, including outlier treatment, missing value imputation, and dummy variable creation for qualitative data.
Instruction extends beyond regression to include business model optimization using Goal Seek and Scenario Manager.
Editorial course preview
These 4 complementary views highlight concrete, legible examples from the course presentation.
This course content overview outlines the curriculum structure, covering essential steps from data preprocessing and handling outliers to linear regression concepts and interpreting model results.
This course features slide highlights key logistical benefits for learners, including that no coding is required, every topic is covered, and the commitment is just one hour per day for seven days.
This slide introduces the course instructors, Abhishek Bansal and Pukhraj Parikh, outlining their educational credentials and professional experience in analytics and machine learning.
This slide defines the ideal student profile for the course, targeting business managers, analysts, and other Excel users who wish to learn linear regression analysis.
The course includes interview simulation role-plays and specific preparation questions to assist with professional transitions.
Learners have noted that mathematical explanations can be either overly technical or lack sufficient detail on specific terms like t-values and p-values. These signals come from reviews created before the displayed update date, which does not prove a correction has been made.
One signal suggests that specific Excel files for the business optimization section may be missing from the provided materials. This report also predates the displayed update, leaving its current status uncertain.
The curriculum aligns with the target of business professionals by covering preprocessing and optimization, though it remains focused on Excel-based application.