Regression and Gradient Descent | CodeSignal Learn

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Regression and Gradient Descent

Dig deep into regression and learn about the gradient descent algorithm. This course does not rely on high-level libraries like scikit-learn, but focuses on building these algorithms from scratch for a thorough understanding. Master the implementation of simple linear regression, multiple linear regression, and logistic regression powered by gradient descent.

Python

4 lessons

17 practices

Less than 4 hours

Course details

Understanding and Implementing Simple Linear Regression from Scratch

Unveiling the Magic of Sales Prediction

Predicting Sales Using Simple Linear Regression Constants

Calculating the Coefficients of Linear Regression

Mysterious Prediction Model Failure

Next Course: Classification Algorithms and Metrics

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