Automated time series analysis

Advisor: Deborah Khider (Viterbi School of Engineering)
Students: Feng Zhu , Myron Kwan , Shilpa Thomas , Nikhil Dhara Venkata , Deepanshu Madan

Description

This project will result in a Python package for automated time series analysis. Based on the characteristics of the data, you will design functions that (1) perform essential tasks in data cleaning and select appropriate methodologies, (2) implement various algorithms currently not supported through pandas and scikit-learn, and (3) create appropriate visualizations.

Students

Advisors

Skills Required by the team

  • Python
  • Pypi
Fall 2019 Science Data Science Infrastructure