Data Analyst Apprenticeship
Certificate of Achievement Industrial Technology and Transportation · Bakersfield College · 2026-2027 Catalog
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 |