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Harsimranjit Singh

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Polynomial Regression: Exploring Non-Linear Relationships
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Polynomial Regression: Exploring Non-Linear Relationships

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3 min read
Understanding Lasso Regularization: Enhancing Model Performance and Feature Selection
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Understanding Lasso Regularization: Enhancing Model Performance and Feature Selection

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2 min read
Bias and Variance Tradeoff
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Bias and Variance Tradeoff

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Gradient Descent: Optimizer Behind Machine Learning
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Gradient Descent: Optimizer Behind Machine Learning

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4 min read
Multiple Linear Regression - Beyond the line
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Multiple Linear Regression - Beyond the line

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Secrets of Regression Evaluation - A Guide to Common Metrics
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Secrets of Regression Evaluation - A Guide to Common Metrics

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2 min read
Ordinary Least Squares in Simple Linear Regression - Unveiling the Math Behind the Line
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Ordinary Least Squares in Simple Linear Regression - Unveiling the Math Behind the Line

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3 min read
Understanding Simple Linear Regression: Predicting with straight lines
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Understanding Simple Linear Regression: Predicting with straight lines

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