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Topic: predictive-analysis

Gaussian Mixture ModelsGaussian Mixture Models

Gaussian Mixture Models

Purpose Limitations of K-Means Advantages of GMMs over K-Means Limitations of Fitting the Data using…

  • python
  • machine-learning
  • predictive-analysis
  • unsupervised-learning
Support Vector MachinesSupport Vector Machines

Support Vector Machines

Support Vector Machines Maximal Marginal Classifier Soft Margin Classifier Summary Questions Kernels…

  • python
  • machine-learning
  • predictive-analysis
Principal Component AnalysisPrincipal Component Analysis

Principal Component Analysis

Principal Component Analysis Problem with having a lot of features Applications of PCA…

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