ECE 23000 - Engineering Data Analysis In Python

This course introduces data analysis to engineering students through Python programming. Students learn Python programming and introductory data science topics. The topics include data sampling and estimation, classification, clustering and advanced data analysis approaches. Students will be able to use Python as the programming language to solve data science problems in their course and research work.

Preparation for Course
P. ENGR 12800 (or equivalent course of computer programming).

Cr. 3.
Student Learning Outcomes
1. Demonstrate an ability to program in Python.
2. Demonstrate an ability to understand and implement data analysis algorithms.
3. Demonstrate an ability to explain the results of data analyses.
4. Demonstrate an ability to incorporate basic data structure and numerical packages in their computer programs.