Data Science, Certificate of Achievement (C)
Program Overview
Data Science, Certificate of Achievement (C)
Overview
The Data Science Certificate of Achievement will prepare students for today’s data-driven world. The program is designed to enhance career opportunities in data science areas, including data and system analysis, data science research, business analytics, data engineering, database administration, statistical assistance, software engineering, and management. The core sequence covers data science foundational concepts, core programming practices, database management and an introduction to version control software. Skills mastered in this sequence of courses can be a first step toward a career in data science.
Requirements
Complete all Department Requirements for the Certificate of Achievement with a cumulative grade point average (GPA) of 2.0 or better. Candidates for a Certificate of Achievement are required to complete at least 20% of the department requirements through SBCC.
Course List
| Code | Title | Units |
|---|---|---|
| CIS 107 | Introduction to Database Systems | 2-4 |
| or CIS 117 | Introduction to SQL Programming | |
| CS 106 | Theory and Practice II | 3 |
| or CS 114 | Intermediate Python | |
| CS/MATH 118 | Data Science for All | 4 |
| CS 134 | Version Control with Git | 2.5 |
| Complete 3 courses from the following (not used to satisfy the Core Courses above) | 8-14 | |
| COMM 288 | Communication Research Methods | |
| CS 104 | Introduction to Programming | |
| CS 105 | Theory and Practice I | |
| CS 106 | Theory and Practice II | |
| CS 108 | Discrete Structures | |
| CS 114 | Intermediate Python | |
| CS 133 | Introduction to Programming for Engineers | |
| CS 137 | C Programming | |
| CS 140 | Object-Oriented Programming Using C++ | |
| ERTH/GEOG 171 | Introduction To Geographic Information Systems And Maps | |
| MATH 117 | Elementary Statistics | |
| or PSY 150 | Statistics for the Behavioral Sciences | |
| or SOC 125 | Introduction to Statistics in Sociology | |
| MATH 150 | Calculus with Analytic Geometry I | |
| MATH 160 | Calculus with Analytic Geometry II | |
| MATH 180 | Transition to Advanced Mathematics | |
| MATH 200 | Multivariable Calculus | |
| MATH 210 | Linear Algebra | |
| MATH 220 | Differential Equations | |
| PSY 200 | Research Methods and Experimental Design in Psychology | |
| SOC 115 | Introduction To Social Research | |
| Total Units | 19.50-27.50 |
Learning Outcomes
- Apply foundational data science concepts including computing summary statistics, creating data visualizations, simulating experiments, and probability concepts.
- Use foundational programming concepts to explore and analyze real-world datasets using problem decomposition, and code design strategies.
- Design, create, query, and manage databases for analytic processing using SQL.
- Understand and employ proper version-control configuration and operations using a version control system such as Git.
- Understand limitations and issues surrounding data analysis in terms of bias, ethics, establishing causality and privacy.
Recommended Sequence
Make an appointment with your SBCC academic counselor through Starfish to create a Student Education Plan that reflects a recommended course sequence for this program that is tailored to your individual needs.
Program Outline
Degree Overview:
The Data Science Certificate of Achievement (C) from Santa Barbara City College aims to prepare students for the data-driven world of today. The program enhances career opportunities in data science areas, including data and system analysis, data science research, business analytics, data engineering, database administration, statistical assistance, software engineering, and management. The core sequence covers data science foundational concepts, core programming practices, database management, and an introduction to version control software. Skills mastered in this sequence of courses can serve as a stepping stone towards a career in data science.
Outline:
Department Requirements:
- Core Courses:
- CIS 107: Introduction to Database Systems (2-4 units) or CIS 117: Introduction to SQL Programming
- CS 106: Theory and Practice II (3 units) or CS 114: Intermediate Python
- CS/MATH 118: Data Science for All (4 units)
- CS 134: Version Control with Git (2.5 units)
- Electives: (Select 3 courses, not used to satisfy Core Courses above)
- COMM 288: Communication Research Methods
- CS 104: Introduction to Programming
- CS 105: Theory and Practice I
- CS 108: Discrete Structures
- CS 114: Intermediate Python
- CS 133: Introduction to Programming for Engineers
- CS 137: C Programming
- CS 140: Object-Oriented Programming Using C++
- ERTH/GEOG 171: Introduction To Geographic Information Systems And Maps
- MATH 117: Elementary Statistics or PSY 150: Statistics for the Behavioral Sciences or SOC 125: Introduction to Statistics in Sociology
- MATH 150: Calculus with Analytic Geometry I
- MATH 160: Calculus with Analytic Geometry II
- MATH 180: Transition to Advanced Mathematics
- MATH 200: Multivariable Calculus
- MATH 210: Linear Algebra
- MATH 220: Differential Equations
- PSY 200: Research Methods and Experimental Design in Psychology
Santa Barbara City College
Overview:
Santa Barbara City College (SBCC) is a community college located in Santa Barbara, California. It offers a wide range of academic programs, including transfer degrees, certificates, and non-credit courses. SBCC is known for its diverse student body and its commitment to providing accessible and affordable education.
Services Offered:
SBCC provides a variety of services to its students, including:
Academic advising:
Students can receive personalized guidance on course selection, degree planning, and career exploration.Financial aid:
SBCC offers a variety of financial aid options to help students pay for their education.Career services:
Students can access resources to help them with job searching, resume writing, and career planning.Student support services:
SBCC provides a range of support services, such as tutoring, counseling, and disability services.Library and learning resources:
SBCC has a well-equipped library and learning center with access to books, journals, computers, and other resources.Student Life and Campus Experience:
SBCC offers a vibrant campus experience with opportunities for students to get involved in:
Student clubs and organizations:
Students can join a variety of clubs and organizations based on their interests, such as academic, cultural, and recreational groups.Athletics:
SBCC has a competitive athletics program with teams in various sports.Campus events:
SBCC hosts a variety of events throughout the year, including concerts, lectures, and performances.Key Reasons to Study There:
Affordable tuition:
SBCC offers a relatively low tuition rate compared to other colleges and universities.Transfer opportunities:
SBCC has strong transfer agreements with four-year universities, making it easy for students to continue their education after graduation.Small class sizes:
SBCC offers smaller class sizes, which allows for more personalized attention from instructors.Location:
SBCC is located in a beautiful and vibrant city with access to beaches, mountains, and cultural attractions.Academic Programs:
SBCC offers a wide range of academic programs, including:
Arts and Humanities:
Art, Communication, English, History, Music, Philosophy, Theatre ArtsBusiness and Entrepreneurship:
Business Administration, EntrepreneurshipCulture, Society, and Human Behavior:
Anthropology, Chicano Studies, Communication, Economics, Global and International Studies, History, Law and Society, Political Science, Psychology, SociologyEnglish as a Second Language, Adult High School, GED:
ESL, Adult High School Diploma, GEDHealthcare, Wellness, and Public Service:
Nursing, Dental Hygiene, Emergency Medical Services, Social WorkIndustry and Applied Technologies:
Automotive Technology, Culinary Arts, Welding, Computer ScienceNature, Numbers, and Engineering:
Biology, Chemistry, Mathematics, Physics, EngineeringOther:
SBCC is a Hispanic-Serving Institution (HSI), which means that it serves a significant population of Hispanic students. The college is committed to providing a welcoming and supportive environment for all students.
