ECE 2720

Last Updated

  • Schedule of Classes - February 7, 2022 7:27PM EST
  • Course Catalog - February 7, 2022 7:14PM EST

ECE 2720
Data Science for Engineers

Course information provided by the Courses of Study 2021-2022.

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 Fall, Spring.

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

View Enrollment Information

Syllabi:

  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ENGRD 2720

  • 4 Credits Graded

  • 11227 ECE 2720   LEC 001

  •  
    • MW Stocking Hall 146
    • Aug 26 - Dec 7, 2021

    • Krishnamurthy, V

  • Instruction Mode: In Person

  • 11228 ECE 2720   DIS 201

  •  
    • F Stocking Hall 202
    • Aug 26 - Dec 7, 2021

    • Krishnamurthy, V

  • Instruction Mode: In Person

  • 11559 ECE 2720   DIS 202

  •  
    • F Stocking Hall 202
    • Aug 26 - Dec 7, 2021

    • Krishnamurthy, V

  • Instruction Mode: In Person

  • 18321 ECE 2720   DIS 203

  •  
    • F Stocking Hall 202
    • Aug 26 - Dec 7, 2021

    • Krishnamurthy, V

  • Instruction Mode: In Person