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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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