ECE 2720

Last Updated

  • Schedule of Classes - April 13, 2023 2:00PM EDT
  • Course Catalog - April 12, 2023 7:14PM EDT

ECE 2720
Data Science for Engineers

Course information provided by the Courses of Study 2022-2023.

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.

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Syllabi:

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

  • 4 Credits Graded

  •  9820 ECE 2720   LEC 001

  •  
    • MW Olin Hall 255
    • Aug 22 - Dec 5, 2022

    • Krishnamurthy, V

  • Instruction Mode: In Person

  •  9821 ECE 2720   DIS 201

  •  
    • F Phillips Hall 307
    • Aug 22 - Dec 5, 2022

    • Krishnamurthy, V

  • Instruction Mode: In Person

  •  9926 ECE 2720   DIS 202

  •  
    • F Phillips Hall 403
    • Aug 22 - Dec 5, 2022

    • Krishnamurthy, V

  • Instruction Mode: In Person

  • 10124 ECE 2720   DIS 203

  •  
    • F Phillips Hall 307
    • Aug 22 - Dec 5, 2022

    • Krishnamurthy, V

  • Instruction Mode: In Person