ECE 2720

ECE 2720

Course information provided by the Courses of Study 2020-2021. Courses of Study 2021-2022 is scheduled to publish by July 1.

An introduction to data science for engineers. The data science workflow: acquisition and cleansing, exploration and modeling, prediction and decision making, visualization and presentation. Techniques for different steps in the workflow including outlier detection, regression, change-point detection, and classification. An introduction to probability, focusing on Gaussian distributions and linear models. Methods for combining domain-agnostic data analysis tools with the types of domain-specific knowledge that are common in engineering. Programming projects in Python.

When Offered Spring.

Prerequisites/Corequisites Prerequisite: MATH 1920 and either CS 1110 or CS 1112.

View Enrollment Information

Enrollment Information
Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ENGRD 2720

  • 4 Credits Graded

  • 11227ECE 2720  LEC 001

    • MWTo Be Assigned
    • Aug 26 - Dec 7, 2021
    • Krishnamurthy, V

  • Instruction Mode: Planned for In Person

  • 11228ECE 2720  DIS 201

    • FTo Be Assigned
    • Aug 26 - Dec 7, 2021
    • Krishnamurthy, V

  • Instruction Mode: Planned for In Person

  • 11559ECE 2720  DIS 202

    • FTo Be Assigned
    • Aug 26 - Dec 7, 2021
    • Krishnamurthy, V

  • Instruction Mode: Planned for In Person

  • 18321ECE 2720  DIS 203

    • FTo Be Assigned
    • Aug 26 - Dec 7, 2021
    • Krishnamurthy, V

  • Instruction Mode: Planned for In Person