CMDA-3654: Introductory Data Analytics and Visualization
Description: Basic principles and techniques in data analytics; methods for the collection of, storing, accessing, and manipulating standard-size and large datasets; data visualization; and identifying sources of bias.
Pathways: N/A
Course Hours: 3 credits
Sections Taught: 36
Average GPA: 3.39 (rounds to B+)
Strict A Rate (No A-) : 41.87%
Average Withdrawal Rate: 1.58%
| Christian Lucero | 2024 | 54.5% | 25.4% | 11.6% | 1.5% | 5.0% | 2.0% | 3.24 | 8 |
| Jesse M Harden | 2024 | 60.7% | 27.8% | 10.3% | 0.6% | 0.6% | 0.0% | 3.45 | 3 |
| Xin Xing | 2023 | 57.3% | 31.2% | 1.2% | 2.4% | 4.3% | 3.6% | 3.32 | 5 |
| Srijan Sengupta | 2020 | 86.0% | 8.1% | 4.2% | 0.0% | 1.8% | 0.0% | 3.73 | 2 |
| Christopher L North | 2023 | 57.1% | 29.0% | 7.2% | 3.0% | 2.0% | 1.7% | 3.37 | 7 |
| Juncai Jiang | 2019 | 55.5% | 40.7% | 0.0% | 0.0% | 3.7% | 0.0% | 3.41 | 1 |
| Sehrish Basir Nizamani | 2024 | 72.7% | 18.2% | 0.0% | 0.0% | 6.1% | 3.0% | 3.60 | 1 |
| Guoliang Liu | 2024 | 71.3% | 22.4% | 4.8% | 0.0% | 1.4% | 0.0% | 3.60 | 2 |
| John E Wenskovitch | 2022 | 61.0% | 26.6% | 6.0% | 0.0% | 4.5% | 1.9% | 3.40 | 3 |
| Dipanjan Mitra | 2020 | 69.7% | 30.3% | 0.0% | 0.0% | 0.0% | 0.0% | 3.61 | 1 |
| Yalong Yang | 2022 | 37.3% | 34.9% | 9.3% | 4.7% | 14.0% | 0.0% | 2.77 | 1 |
| Anuj Karpatne | 2024 | 63.6% | 29.5% | 6.8% | 0.0% | 0.0% | 0.0% | 3.55 | 1 |
| Meimei Liu | 2024 | 68.7% | 25.1% | 4.1% | 0.0% | 0.0% | 2.1% | 3.65 | 1 |