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Recommender-System

Recommender System that implemented basic machine learning algorithms

Tasks are as follow:

1.Supervised Learning: Regression

  • Least-squares regression
  • Overfitting & regularization
  • Training, validation, and testing

2.Supervised Learning: Classification

  • Logistic regression
  • SVMs
  • Multiclass & multilabel classification
  • How to evaluate classifiers
  1. Dimensionality Reduction & Clustering
  • PCA
  • K-means
  1. TensorFlow