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Data-Science-Techniques

This repo is the summary of all the practices during CS506

Related topic:

  • Pandas package use (Data Cleaning)
  • Python Scrub
  • Kmeans
  • Hierarchical clustering
  • Density Based clustering
  • Soft Clustering
  • Singular Value Decomposition
  • K Nearest Neighbors
  • Decision Trees
  • Naive Bayes
  • Support Vector Machines
  • Random Forest
  • Logistics Regression
  • Natural Language Processing

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