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Topic: python

Logistic Regression in the IndustryLogistic Regression in the Industry

Logistic Regression in the Industry

Purpose of Logistic Regression Difference between Linear Regression and Logistic Regression Why is…

  • python
  • machine-learning
  • predictive-analysis
Advance Regression - Ridge, Lasso, Gradient DescentAdvance Regression - Ridge, Lasso, Gradient Descent

Advance Regression - Ridge, Lasso, Gradient Descent

Constrained Minimization Ridge and Lasso Regression Signature of overfitting in Polynomial…

  • python
  • machine-learning
  • predictive-analysis
  • linear-regression
Model SelectionModel Selection

Model Selection

Purpose Choice of Model Selection Practical Issues Domain Knowledge Class of Models Occams Razor…

  • python
  • machine-learning
  • predictive-analysis
Linear Regression in the IndustryLinear Regression in the Industry

Linear Regression in the Industry

Purpose Understanding the use of Linear Regression in the Industry / Real World Uses Forecasting…

  • python
  • machine-learning
  • predictive-analysis
Receiver Operating Characteristic (ROC) CurveReceiver Operating Characteristic (ROC) Curve

Receiver Operating Characteristic (ROC) Curve

Purpose Understanding ROC Curve ROC ROC stands for Receiver Operating Characteristic curve. This…

  • python
  • machine-learning
  • predictive-analysis
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