Regression and Gradient Descent | CodeSignal Learn
Machine Learning
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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
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4 lessons
17 practices
3 hours
Badge for Machine Learning Model Development,
Machine Learning Model Development
Course details
Understanding and Implementing Simple Linear Regression from Scratch
Preview
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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