Data_Linkage_And_Classification

My Data_Linkage and Classification Project

Main skills used in this project

• Data Linkage on the stocks of Google and Amazon based on their name, description and price
• Using the library like fuzzywuzzy and textdistance for the data linkage
• Using the idea of Blocking to make the linkage part more efficient and with higher accuracy
• Comparing three the accuracy difference Classsfication Algo, decision tree, k-nn(n = 5) and k-nn(n = 10)
• Feature engineering and selection
  • Interaction term pairs and Clustering label
  • Principal Component Analysis
  • Naive choosing the first four features