/Capstone_Proposal

Capstone_Proposal

Project Title:

Maintenance help prediction

Group Members:

  • Faisal Alqahtani
  • Rawabe Ebrahim
  • Dalal Aldulim
  • Khalid Alruwaidhan

Objectives:

Initially, we have two goals:

  • Predict devices that need to be replace.
  • Increase Man power according to zones or area

The objectives:

  • See how many tickets were opened and closed in the last month on the device?
  • See how many tickets were opened by zone
  • Total tickets opend by month

Dataset Description:

  • Number of rows: 500,000
  • Number of columns: 27 col aprox
  • Columns Description (meaning):
  • Number of Missing values: empty

Dataset Link:

For security reasons there is no link

The expected (Machine learning / Deep Learning) Algorithms:

  • RandomForestClassifier
  • Naive Bayes