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: 46
Average GPA: 3.35 (A-)
Strict A Rate (No A-) : 41.76%
Average Withdrawal Rate: 2.37%
| Christian Lucero | 2023 | 59.1% | 24.5% | 9.0% | 1.5% | 5.0% | 0.9% | 3.31 | 11 |
| Sehrish Basir Nizamani | 2024 | 72.7% | 18.2% | 0.0% | 0.0% | 6.1% | 3.0% | 3.60 | 1 |
| Xin Xing | 2023 | 57.3% | 31.2% | 1.2% | 2.4% | 4.3% | 3.6% | 3.32 | 5 |
| Christopher L North | 2023 | 51.6% | 29.5% | 9.9% | 2.7% | 1.7% | 4.5% | 3.32 | 11 |
| Mark Y Liu | 2024 | 71.3% | 22.4% | 4.8% | 0.0% | 1.4% | 0.0% | 3.60 | 2 |
| Peter Hauck | 2018 | 26.3% | 50.0% | 15.8% | 0.0% | 5.3% | 2.6% | 2.96 | 1 |
| Srijan Sengupta | 2020 | 74.5% | 15.8% | 5.1% | 0.5% | 4.1% | 0.0% | 3.54 | 5 |
| 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 |
| Jesse M Harden | 2024 | 49.0% | 36.4% | 12.9% | 0.9% | 0.9% | 0.0% | 3.31 | 2 |
| Roberts Denisa A Olteanu | 2014 | 62.5% | 25.0% | 0.0% | 0.0% | 0.0% | 12.5% | 3.67 | 1 |
| Tajbakhsh Sam Davanloo | 2015 | 28.6% | 28.6% | 14.3% | 14.3% | 7.2% | 7.1% | 2.68 | 1 |
| Juncai Jiang | 2019 | 55.5% | 40.7% | 0.0% | 0.0% | 3.7% | 0.0% | 3.41 | 1 |