Welcome to 'Data Science for Engineers' course !

This lecture introduces logistic regression, a classification technique that models probabilities for class membership:
Using a sigmoidal function to represent probabilities
Estimating model parameters using maximum likelihood estimation
Constructing linear and non-linear decision boundaries
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To understand various certification options for this course, please visit nptel.ac.in/courses/106106179

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