# Data Analyst Apprenticeship (Certificate of Achievement)

Bakersfield College · 2026-2027 Catalog · Department: Industrial Technology and Transportation

Source: https://bakersfield.elumenapp.com/catalog/2026-2027-Catalog/program/data-analyst-apprenticeship-certificate-of-achievement-summer-2023

#### Data Analyst Apprenticeship Certificate of Achievement

Students completing this apprenticeship certificate will be proficient in the basics of data analysis using software tools, the use of data to tell a story or make a business case, and the presentation of data to a live audience in a meaningful way. During this program, students will learn through hands-on apprenticeships, supplemented. by classroom instruction. To Achieve the Certificate of Achievement: Upon completion of the required courses with at least a "C" or "P" grade in each course, the student will be awarded a Certificate of Achievement.

### Program Learning Outcomes

-   1\. Upon completion of the program, the student will be able to interpret and evaluate data using analysis tools and libraries in the Python language.

-   2\. Upon completion of the program, the student will be able to create meaningful visualizations from data that effectively convey the significant features of the data.

-   3\. Upon completion of the program, the student will be able to create effective data models using predictive data analysis techniques.

-   4\. Upon completion of the program, the student will be able to build, maintain, evaluate and administer databases and data warehousing operations.

### Program Requirements

| Course | Title | Units |
| --- | --- | --- |
| **Required Courses: Complete all of the following** | | 20 |
| APPR B72A | Introduction to Data Analysis Apprenticeship | 1 |
| APPR B72B | Basic Data Analysis Tools and Techniques | 4 |
| APPR B72C | Basic Data Modeling | 3 |
| APPR B72D | Database Operations for Data Analysis | 4 |
| APPR B72E | Data Quality Assessment and Preparation | 3 |
| APPR B72F | Dashboards and Visualizations | 4 |
| APPR B72G | Professional Skills for Data Analysts | 1 |