Data science certificates usually feature 4-10 courses focused on the field. They offer a relatively short and specialized education, ideal for mathematics or computer science graduates looking to advance their careers or develop knowledge of specific data science topics.
According to Deloitte, the demand for analysis skills like data science has outpaced more traditional abilities, such as engineering. The speed of growth in this field has also created a talent shortage. While this can present organizational difficulties, the expansion also creates an opportunity for data science specialists.
Explore what data science certificates have to offer and how to choose the right program with this helpful guide.
Featured Data Science Programs
Top 5 Data Science Certificate Programs
Data science certificate programs build your data knowledge and improve your marketability in the job market. Discover the top five data science certificates for 2023 to find the program that works best for you.
#1 Best Data Science Certificate Programs
The University of Texas at Austin
- Austin, TX
- 4 years
- Online + Campus
UT, founded in 1883, is the flagship institution within the University of Texas System. Home to 18 academic colleges and schools, UT enrolls over 52,000 students annually.
Certificate in Scientific Computation and Data Studies
UT's undergraduate certificate in scientific computation and data studies includes 18 credit hours of coursework. The certificate fosters applied computation skills and allows students to choose their focus.
This interdisciplinary certificate in scientific computation and data science explores mathematics and statistics, engineering, and scientific computing.
Each enrollee engages in a semester-long project with a faculty supervisor to create an original research paper. Students can choose a topic and faculty mentor before entering into a formal contract as they undertake the research paper process.
Applying to UT
Current UT enrollees can apply to add the certificate in scientific computation and data studies to their degrees. Each candidate must submit an essay, answers to prompts, transcripts, and optional SAT or ACT scores.
Program at a Glance
- School Type: Public
- Accreditation: Southern Association of Colleges and Schools Commission on Colleges (SACSCOC)
- Tuition: $1,770/hour (in state); $6,137/hour (out of state)
- Required Credits: 18
- Program Length: Part of an undergraduate degree that typically spans four years
- Delivery Format: On campus
Percent Online Enrollment
92%
Percentage of all students who are enrolled online.
Accreditation
Yes
Southern Association of Colleges and Schools Commission on Colleges
#2 Best Data Science Certificate Programs
University of Georgia
- Athens, GA
- 4 years
- Online + Campus
Athens' UGA traces its origins to 1785. With undergraduate, graduate, and professional degrees in nearly 280 fields, UGA provides educational opportunities to over 40,000 students each year.
Applied Data Science certificate
UGA's undergraduate certificate in applied data science integrates 12 credit hours of core content with additional elective classes. Students complete 18-20 credits to earn this certificate.
The certificate builds an understanding of collecting, storing, and interpreting data. Students also develop experience with data frameworks like Hadoop and Spark.
Core courses cover foundational aspects of computing and programming, informatics and data analysis, and mathematics. Electives allow students to explore data mining, cybersecurity, bioinformatics, and applied regression analysis.
Students across academic majors can enroll in the certificate. The certificate suits mathematics, science, and engineering students — previous mathematics coursework is required for entry.
Applying to UGA
The certificate is open to all undergraduate students at UGA. Each applicant must submit transcripts, ACT or SAT scores, and an optional letter of recommendation for consideration.
Program at a Glance
- School Type: Public
- Accreditation: Southern Association of Colleges and Schools Commission on Colleges (SACSCOC)
- Tuition: $4,895/semester (in state); $14,415/semester (out of state)
- Required Credits: 18-20
- Program Length: Part of an undergraduate degree that typically lasts four years
- Delivery Format: On campus
Percent Online Enrollment
16%
Percentage of all students who are enrolled online.
Accreditation
Yes
Southern Association of Colleges and Schools Commission on Colleges
#3 Best Data Science Certificate Programs
Coastal Pines Technical College
- Waycross, GA
- 2 years
- Online + Campus
Waycross, Georgia's CPTC operates within the Technical College System of Georgia. This technical college provides workforce development and lifelong learning programs to support community and industry needs across the state.
Data Science Fundamentals with Python
CPTC's online certification course in data science fundamentals with Python prepares students to pursue data analysis employment opportunities. Enrollees study datasets, applications, and applied machine learning algorithms while completing hands-on lab activities.
Python content develops a knowledge of back-end and front-end programming to extract and use data. Additional topics covered include error handling, web scraping and data gathering, and advanced data structures.
As part of the course, each enrollee can complete a voluntary externship with a local company or organization.
All materials are included in the cost and students have an opportunity to obtain national certification.
Applying to CPTC
Individuals need a high school diploma or equivalent to enroll.
Program at a Glance
- School Type: Public
- Accreditation: Southern Association of Colleges and Schools Commission on Colleges (SACSCOC)
- Tuition: $3,999/entire course
- Program Length: 4-6 months
- Delivery Format: 100% online
Out-of-state
Not provided
Acceptance Rate
Not provided
Percent Online Enrollment
46%
Percentage of all students who are enrolled online.
Accreditation
Yes
Southern Association of Colleges and Schools Commission on Colleges
#4 Best Data Science Certificate Programs
University of Cincinnati-Main Campus
- Cincinnati, OH
- 4 years
- Online + Campus
Founded in 1817, UC provides more than 600 degree and certificate programs to nearly 48,000 students each year. Along with its main campus in Cincinnati, Ohio, UC operates satellite locations throughout the state.
Data Science Graduate Certificate
Offered through the Carl H. Lindner College of Business, UC's data science graduate certificate includes 15 credit hours of interdisciplinary coursework. Each enrollee can consider a certificate-only option or add the certificate to their master's degrees in information systems or business analytics.
Required classes include data visualization, statistical computing, and data warehousing. Courses emphasize business intelligence. Applied learning activities provide practical experience with data science principles, tools, and technologies.
Enrollees must have previous coursework in data design and management, statistics, and programming. Certificate-only students can enroll during the fall, spring, or summer semesters.
Applying to UC
Each applicant must submit transcripts demonstrating a bachelor's degree, a minimum 3.0 GPA in prerequisite coursework, an essay, a resume, and one letter of recommendation.
Program at a Glance
- School Type: Public
- Accreditation: Higher Learning Commission (HLC)
- Tuition: $11,159/semester (in state); $15,696/semester (out of state)
- Required Credits: 15
- Program Length: 1 year
- Delivery Format: On campus
Percent Online Enrollment
90%
Percentage of all students who are enrolled online.
Accreditation
Yes
Higher Learning Commission
#5 Best Data Science Certificate Programs
Montgomery College
- Rockville, MD
- 2 years
- Online + Campus
Based in Rockville, Maryland, MC also operates campuses in Germantown, Takoma Park/Silver Spring, and online. From an initial class of 175 students in 1946, MC has expanded to provide academic programs to over 55,000 learners annually.
Degree Science Certificate
The data science certificate at MC includes 16 credit hours of mathematics, data science, and statistics coursework. The program provides a strong foundation for individuals looking to enter the field of data science. Learners with bachelor's degrees in scientific or analytic disciplines can also supplement their knowledge by earning this data science certificate.
Students learn to apply data science principles, theories, and technologies to business and economics. A culminating capstone experience allows learners to apply what they've learned in a project with a partner business or government agency.
MC supports students through employment services and career coaching resources.
Applying to MC
Each candidate submits transcripts and an application for consideration. New students must complete an orientation before registering for classes.
Program at a Glance
- School Type: Public
- Accreditation: Middle States Commission on Higher Education (MSCHE)
- Tuition: $201/credit (Montgomery County residents); $341/credit (in state); $467/credit (out of state)
- Required Credits: 16
- Program Length: 1 year
- Delivery Format: On campus
Out-of-state
Not provided
Acceptance Rate
Not provided
Percent Online Enrollment
37%
Percentage of all students who are enrolled online.
Accreditation
Yes
Middle States Commission on Higher Education
Why Get a Data Science Certificate?
While its roots date back to data analysis and computer science in the 1960s and 1970s, modern data science emerged around the beginning of the 21st century. In 2001, professor William S. Cleveland proposed a new data science academic discipline, along with training plans and approaches that would grow a generation of professionals dedicated to computing advances for data.
Today, data science touches many industries, including business, healthcare, and security. According to the Bureau of Labor Statistics (BLS), nearly 115,000 data scientists worked in 2021. Major industries include computer systems design services, management, finance and insurance, and scientific research and development.
The demand for data scientists should continue to grow as organizations increasingly collect and use data. The BLS projects a 36% growth rate for data science employment from 2021-2031.
The demand for data science certificates should keep pace with the growth of the field. These programs allow mathematics, statistics, and computer science majors to specialize and hone their data science skills. Experienced professionals can update their abilities, learn new technologies, and advance their careers with these condensed and focused programs.
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Industry-Focused and Career-Specific Training: Data science certificates offer specialized training in many fields, including finance and securities, marketing, and operations management. Professionals can use certificates to explore concentrations and pursue specialized positions and industries.
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Professional Development: Experienced professionals can pursue data science certificates to advance their careers. Continued learning demonstrates a commitment to self-improvement. The advanced skills acquired in these programs can lead to higher earnings and more job opportunities.
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Access to Emerging Technologies: Data science certificates may feature newly developed courses that cover emerging technologies and cutting-edge practices. Professionals can study this new material quickly without investing in a full degree.
Data Science Careers
Data science skills apply to many careers and industries. Organizations everywhere look for competitive advantages and applications for their data. According to the salary data reported by the BLS, it appears many organizations pay high wages to individuals with data science skills.
Some relevant positions with high median annual salaries include financial analysts at $95,270, database administrators and architects at $101,000, and mathematicians and statisticians at $96,280. Below, we showcase a few other careers for data science specialists.
Data scientists collect, extract, and analyze information to gain insights for various purposes. They often develop models and algorithms to learn from the data and draw conclusions to present their findings to management.
Required Education: Bachelor's degree
Job Outlook (2021-31): +36%
Median Annual Salary: $100,910
Actuaries assign numbers and dollar values to risk. They use statistics and financial theory to help organizations identify and evaluate uncertainty, develop insurance policies, and forecast event probabilities.
Required Education: Bachelor's degree
Job Outlook (2021-31): +21%
Median Annual Salary: $105,900
Computer and information research scientists develop problem-solving technologies and systems for people, organizations, and industries. In the data science field, they may create and test new data collection or analysis systems. They often work with AI and machine learning to accomplish their tasks.
Required Education: Master's degree
Job Outlook (2021-31): +21%
Median Annual Salary: $131,490
What to Expect From a Data Science Certificate Program
Data science certificates offer entry-level, specialized, and graduate-level training. The programs may focus on introductory material or cover complex topics like predictive analytics, business decision-making, and artificial intelligence.
Like many computer science certificates, these programs typically feature a small number of focused courses. They usually have between 10-30 credits and take 3-12 months to complete.
Since computer science certificates run at colleges and universities, they follow a similar format and structure to degree programs. For example, certificate courses likely have the same schedule and per-credit tuition rates as other courses. Learners also have access to the school's facilities and resources, along with transfer credits.
Admissions Process
Many certificates for data science have the same admissions process as full degrees. For undergraduate programs, applicants usually need a high school diploma or GED certificate at a minimum. They may need to meet GPA minimums or have completed specific prerequisites for competitive programs.
A graduate applicant usually needs a bachelor's degree in a related discipline, plus a minimum GPA in some cases. While rarely mandatory, a strong portfolio or professional experience can improve the quality of an application. Schools may restrict certificate access to current students or alumni only.
Different Certificate Types
Data science certificates accommodate students and professionals with differing goals and study requirements. Along with entry-level or graduate studies, the programs may focus on a data science specialization or niche. Some certificates prepare graduates for computer science certifications — specialized industry credentials typically offered by professional organizations.
The programs occur through online, on-campus, or hybrid delivery. Online data science certificates may use asynchronous platforms, which offer flexible schedules, or synchronous delivery, which more closely resemble on-campus courses with set class times.
Popular Data Science Certificate Courses
The type of courses available in certificates for data science can vary by program type, level, and focus. The programs may feature all required courses or mix in some electives for more personalization. The list below highlights typical courses that students may encounter.
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Data Analysis: This course explores the statistical tools and methods used to analyze data. Students learn to use analysis to draw conclusions and inform decision-making.
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Advanced Machine Learning: Students in this course examine advanced machine learning topics like deep learning, meta-learning, and self-adaptive learning algorithms. The course may also cover data retrieval, recommender systems, and natural language processing.
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Data Patterns: This course looks at various methods for identifying patterns in data, such as using regressions, machine learning, and spatial data science. The training may also explore the application and presentation of these findings.
How Much Do Data Science Certificates Cost?
Most data science certificates follow the per-credit prices of their home college or university. According to the National Center for Education Statistics (NCES), the average annual tuition for undergraduate students was $9,400 in public four-year schools and $37,600 in private four-year schools in 2020-21. For graduate students, the average annual tuition was $19,749 across all schools.
Based on these averages, certificate students can expect to pay $300-$1,250 per credit. Compared to degrees or coding bootcamps, data science certificates usually have lower tuition rates. Certificate students may also qualify for financial aid, such as federal grants and loans, scholarships, and employee assistance programs. Enrollees should also note that out-of-state programs can have higher tuition rates.
Degree-seekers may also encounter additional school and facility fees. Consider all associated costs when exploring each school's affordability.
Choosing the Right Data Science Certificate
Students must conduct thorough research to pick the best data science certificate. They should also truly understand what they want and need from a program. The following list includes some considerations for prospective enrollees as they sift through available programs.
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Institutional accreditation
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Tuition and financial aid options
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Curriculum quality and specialization opportunities
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Program length and class schedule
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Online or hybrid class delivery
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Residency requirements and school location
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Admission and graduation requirements
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Program faculty, facilities, and resources
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School facilities and support services
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Professional network and alumni resources
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Access to student groups and extracurricular activities
Should You Get Your Certificate in Data Science Online?
Online studies open new avenues for students and professionals to develop skills and continue their learning. Schools across the country adopted online learning for added convenience and accessibility. With its reliance on computer technologies and software, the data science discipline lends itself particularly well to online learning.
An online data science certificate may not suit everyone — students need to consider how their personal learning styles and needs align with online learning. For example, on-campus data science certificates may offer more classroom engagement and networking opportunities than online programs.
Should You Go to a Certificate, Associate, or Bootcamp Program?
Even after reading the available certificate, degree, and bootcamp guides, it can be difficult to choose the right program. For the best results, students should stay true to themselves and their specific goals. Learners who identify what they want from a program can more easily find the option that meets their goals.
The table below highlights some major considerations and differences for each degree.
Comparing Certificate, Associate, and Bootcamp Programs
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Comparison Point
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Data Science Certificates
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Data Science Associate Degrees
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Bootcamp Programs
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Credit Requirements
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10-30 credits
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60 credits
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Varies
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Program Length
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3-12 months
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1-2 years
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13-24 weeks
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Class Schedule
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Part-time and full-time options
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Part-time and full-time options
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Typically full-time and intensive
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Program Goal
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Career specialization or graduate degree preparation
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Entry-level jobs or bachelor's degree preparation
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Entry-level jobs or field specialization
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Admission Requirements
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High school diploma for the undergraduate level or bachelor's degree for the graduate level
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High school diploma
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Varies
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Explore other data science education paths
Associate Degrees in Data Science
Bachelor's Degrees in Data Science
Online Bachelor's in Data Science
Online Master's in Data Science
Doctoral Degrees in Data Science
Bootcamp Programs in Data Science
Questions About Certificates for Data Science
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Which certificates are best for getting a job in data science?
While certificates can lead to entry-level positions, the best data science certificates for jobs likely come at the graduate level. These programs build on previous mathematics and computer science studies and experience and delve into more advanced and career-applicable concepts.
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Can you get a job that pays well with a certificate in data science?
Yes. A data science certificate can lead to jobs, specifically if the certificate-holder has a bachelor's degree in a relevant field. For example, an individual with a bachelor's in computer science and a graduate certificate in data science may qualify for actuary or computer system analyst roles.
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Can you become a data scientist with a certificate?
Yes. While a data science certificate may not lead to data scientist roles on its own, it can qualify professionals for jobs in combination with a degree in mathematics or statistics.
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Is a certificate in data science worth it?
Yes. Since data science is not readily available as a full degree, a data science certificate can be one of the best ways to study and pursue a career in this field. The training can also lead to transfer credits if graduates wish to continue their studies.
