Machine Learning

Machine Learning Aug 1, 2023 • 19 min read

Where Did The Assumptions of Linear Regression Originate From?

The most extensive and in-depth guide to linear regression.

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Avi Chawla

Machine Learning Jul 28, 2023 • 10 min read

Why is ReLU a Non-Linear Activation Function?

The most intuitive guide to ReLU activation function ever.

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Avi Chawla

Statistics Jul 25, 2023 • 14 min read

Why R-squared is a Flawed Regression Metric?

The lesser-known limitations of the R-squared metric.

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Avi Chawla

Machine Learning Jul 24, 2023 • 8 min read

Why Do We Use log-loss To Train Logistic Regression?

The origin of log-loss.

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Avi Chawla