# Data Analytics (Certificate of Achievement (Transcripted))

Santa Ana College · 2026-2027 Catalog · Department: Computer Science

Source: https://sac.curriqunet.com/catalog/iq/34297/34898/36111/34908/36017

Program Code: SAC.CMPDA.CA

Program Control Number: 41686

The Certificate of Achievement for Data Analytics is designed for students who have an interest in working with datasets, database systems, SQL (Structured Query Language), Pandas, Jupyter, and other related DA tools. The program is also tailored for working professionals who might want to change careers in BIG DATA or Data Analytics.

**Learning Outcome(s):**

1.  Demonstrate writing SQL scripts for Data Analytics.
2.  Demonstrate using libraries for SQL and Pandas.
3.  Demonstrate analyzing statistical information.

| Course | Title | Units |
| --- | --- | --- |
| **Required Courses:** | | 15-15.5 |
| CMPR 114 | Python Programming | 3 |
| CMPR 115 | Python for Data Analytics | 3 |
| CMPR 167 | Microsoft Access | 3 |
| STAT C1000 | Introduction to Statistics | 4 |
| or STAT C1000H | Introduction to Statistics - Honors | 4 |
| or STAT C1000E | Introduction to Statistics | 4.5 |
| BA 188 | Microsoft Excel | 2 |
| **Total** | | **15-15.5** |