Linear Regression

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Science and Tech with The Colonel

Ekalavya

17 episodes

1 day ago

From the War Room to the Cloud, Tech with the Colonel is hosted by Sushant Satyam—ex-Indian Army officer turned AWS Data Engineer at JPMorgan Chase. This podcast brings battle-tested insights on data engineering, AI, and cloud computing, blending military discipline with tech depth. Expect real stories, practical lessons, and guest interviews. Whether you’re coding your first ML model or leading cloud transformations, the Colonel’s got your six. Log on. Level up.

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Linear Regression

Science and Tech with The Colonel

14 minutes 16 seconds

4 months ago

Linear Regression

Linear Regression is a simple yet powerful statistical method used to model the relationship between a dependent variable and one or more independent variables. It assumes this relationship is linear, meaning the change in the dependent variable is proportional to the change in the independent variable(s). The goal is to fit a straight line (in simple linear regression) or a hyperplane (in multiple linear regression) that best predicts the outcome.