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Machine-Learning Class

Assignment 3: Machine Learning Clustering


  • Model: KMeans
  • Dataset: Amazon reviews
  • Task: Amazon recommendation system
  • Report is in the Jupyter notebook
  • View clusters_size.png for clusters size
  • View clusters.txt for a sample of the clusters

#####Final Model: clustering/kmeans_amazon-updated-v2-Final


Assignment 2: Machine Learning Regression


  • Model: Ridge Regression
  • Dataset: Salaries
  • Task: Predict salary
  • Report is in the Jupyter notebook

#####Final Model: regression/regression-updated-v3-Final


Assignment 1: Machine Learning Classification


  • Model: Stochastic Gradient Descent / Logistic Regression
  • Binary Classifier
  • Dataset: Amazon reviews
  • Task: Predict if a review will be helpful

#####Final Model: classification/Classification-updated-v3-FINAL

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