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datavisualisation

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This project includes analysis to identify trends and give insights into factors which affect default rates on LendingClub loans between 2007 - 2011. Data visualisations were created as well as a predictive model to help identify who LendingClub should lend to in the future. Data cleaning, analysis and modelling were carried out in Python.

  • Updated Mar 15, 2021
  • Jupyter Notebook

Machine learning is a branch of computer science that studies the design of algorithms that can learn. Typical machine learning tasks are concept learning, function learning or “predictive modeling”, clustering and finding predictive patterns. These tasks are learned through available data that were observed through experiences or instructions.

  • Updated Aug 5, 2021
  • R

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