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Topic: predictive-analysis

Boosting

Boosting

Purpose Bagging vs Boosting Bagging Boosting Question Weak Learners Question AdaBoost Steps Question…

  • python
  • machine-learning
  • predictive-analysis
  • supervised-learning
Ensembles and Random Forest

Ensembles and Random Forest

Purpose Ensembles Idea Diversity Ways to achieve diversity Acceptability Why ensembles work Example…

  • python
  • machine-learning
  • predictive-analysis
Decision Trees

Decision Trees

Purpose About Decision Trees Building Decision Trees Top Down Greedy Question Hyperparmaeters…

  • python
  • machine-learning
  • predictive-analysis
Logistic 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 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
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