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Topic: python

Model Selection - Practical ConsiderationsModel Selection - Practical Considerations

Model Selection - Practical Considerations

Business Case Identifying the consumers of an e-commerce website Based on Gender Based on Age…

  • python
  • machine-learning
  • predictive-analysis
Unsupervised LearningUnsupervised Learning

Unsupervised Learning

Types of Learning Unsupervised Learning Practical applications of Clustering Clustering vs…

  • python
  • machine-learning
  • predictive-analysis
  • unsupervised-learning
BoostingBoosting

Boosting

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

  • python
  • machine-learning
  • predictive-analysis
  • supervised-learning
Ensembles and Random ForestEnsembles 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 TreesDecision Trees

Decision Trees

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

  • python
  • machine-learning
  • predictive-analysis
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