/Machine-Learing

ML home works and project

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Machine Learning project and homeworks

Project:

  • Factorization Machines

Comparison of Factorization Machines method with common methods for classification and clustering about categorical data. Implementation a recommender system for YektaNet company's merchandise.

Medium link

Homeworks:

  • EDA
  • Classification
  • Regression
  • Generalization
  • Perceptron
  • Logistic Regression
  • Bayesian Models
  • KNN
  • Clustering
  • K-Mean
  • GMM
  • Dimentionality Reduction
  • PCA
  • SVD decomposition