Find the right UMGC degree, specialization, or certificate for your professional and educational goals. Use the compare option to decide between multiple programs of interest.
Machine Learning
Undergraduate CertificateThese program requirements are for students who enroll in the 2022-2023 academic year.
Machine learning impacts all industry sectors that generate significant amounts of data. This certificate program in machine learning combines study of methods and software tools to develop predictive models and artificial intelligence solutions. It can help prepare you for in-demand positions, such as machine learning engineer, applied machine learning scientist, artificial intelligence engineer, artificial intelligence specialist, and data scientist, among others. The program can serve as an excellent supplement to a wide range of majors—including cybersecurity, environmental management, computer science, and biotechnology—beyond data science.
Program Highlights
- Delve into data: Apply statistical tests and determine reasonable inferences and predictions from a set of data.
- Gain hands-on experience: Acquire, clean, explore, analyze, and communicate data obtained from a variety of sources.
- Study ethics: Study ethics within the context of data science, machine learning, and artificial intelligence.
- Stay on the cutting edge: Use the latest tools and technology to develop predictive models and AI solutions.
- Influence decisions: Use data to build predictive models for informed decision-making.
- Advance your skills: Study natural language processing, computer vision, and speech recognition.
Required Courses
- (3 Credits, STAT 200)
- (3 Credits, DATA 300)
- (3 Credits, DATA 320)
- (3 Credits, DATA 430)
- (3 Credits, DATA 450)
- (3 Credits, DATA 460)
Career Preparation
This program is designed to help you use software tools to develop predictive models and AI solutions.
Experience Recommended for Success in the Program
No previous experience is needed.
Total Program Credits
18
Transfer Credits
Up to 9
Format
- All courses available online
- Select hybrid courses available
Tuition Per Credit
- $ per credit hour
(Europe & Downrange)
See our Tuition Rates page for details.
Admission Requirements
This program follows standard UMGC admission requirements.
Military-Specific Details
This program does not have military restrictions. It is available to all eligible civilian and military-affiliated students.
State-Specific Details
This program does not have state-specific restrictions.
Data Analytics
Undergraduate CertificateThese program requirements are for students who enroll in the 2022-2023 academic year.
Employers are looking to hire professionals who possess data analytics skills and can inform and enhance decision-making within corporations, nonprofit organizations, government agencies, or the military. The certificate program in data analytics at University of Maryland Global Campus provides a valuable introduction to data science and can enhance your career opportunities. In this program, you will earn how to manage and manipulate data, create data visualizations, and use cutting-edge technology to gain insights from traditional and emerging data sources to make strategic data-driven recommendations that influence managerial decision-making and organizational outcomes.
Program Highlights
- Evaluate a business problem: Determine if data science can provide a viable solution.
- Apply leadership skills: Promote communication, ethical behavior, and quality performance.
- Implement methodology: Implement data science methodology including data extraction and cleaning.
- Execute best practices: Use diverse technologies in data science and artificial intelligence.
- Develop solutions: Incorporate data security, data privacy, and risk management best practices.
- Analyze ethical issues: Analyze social, global, and ethical issues and their implications.
Required Courses
- (3 Credits, STAT 200)
- (3 Credits, DATA 200)
- (3 Credits, DATA 320)
- IFSM 330
- (3 Credits, DATA 335)
- Take one of the following courses:
- (3 Credits, CSIA 300)
- (3 Credits, DATA 300)
Career Preparation
This program is designed to help you gain introductory skills in data analytics that can benefit you in a number of industries.
Experience Recommended for Success in the Program
No previous experience is needed.
Total Program Credits
18
Transfer Credits
Up to 9
Format
- All courses available online
Tuition Per Credit
- $ per credit hour
(Europe & Downrange)
See our Tuition Rates page for details.
Admission Requirements
This program follows standard UMGC admission requirements.
Military-Specific Details
This program does not have military restrictions. It is available to all eligible civilian and military-affiliated students.
State-Specific Details
This program does not have state-specific restrictions.
Data Science
Bachelor of ScienceThese program requirements are for students who enroll in the 2022-2023 academic year.
The bachelor's in data science at University of Maryland Global Campus is designed to meet the growing need for highly skilled professionals who can transform data into actionable insights. You'll have the opportunity to gain hands-on experience with frequently used analytical tools and methods, manage and manipulate data, create data visualizations, build predictive models using different machine learning techniques, apply artificial intelligence (AI) and natural language processing techniques to gain insights from free text, images, and videos, and make strategic data-driven recommendations that directly impact business outcomes.
Program Highlights
- Communicate effectively orally and in writing, meeting expectations for content, purpose, organization, audience, and format
- Implement all stages of data science methodology, including data extraction, data cleaning, data load, and transformation
- Execute best practices using diverse technologies in data science, business intelligence, machine learning, and artificial intelligence
- Analyze social, global, and ethical issues and their implications as they relate to the use of existing and emerging data science, machine learning, and artificial intelligence technologies
- Evaluate a business problem or opportunity to determine the extent data science can provide a viable solution and translate the business problem into a viable project to meet organizational, strategic, and operational needs
- Incorporate data security, data privacy, and risk management best practices in the planning, development, and implementation of data science solutions
- Build and deploy the machine learning process throughout its life cycle in full compliance with best practices for tool evaluation, model selection, and model validation
- Leverage big data analytics and AI technology to create solutions for stream analytics, text processing, natural language understanding, AI, and cognitive applications
Required Courses
- (3 Credits, STAT 200)
- (3 Credits, DATA 230)
- (3 Credits, CSIA 300)
- (3 Credits, DATA 320)
- IFSM 330
- (3 Credits, DATA 335)
- (3 Credits, DATA 430)
- (3 Credits, DATA 440)
- (3 Credits, DATA 445)
- (3 Credits, DATA 450)
- (3 Credits, DATA 460)
- (3 Credits, DATA 495)
Related Required Courses
The following required courses may be applied to general education requirements:
- (3 Credits, DATA 200)
- (3 Credits, MATH 115) or a more advanced MATH course
Career Preparation
This program is designed to help you become a highly skilled professional who can transform large amounts of data into actionable insights. One of the major outcomes of the program is to provide you with hands-on experience with a variety of the most ubiquitous analytical tools and methods.
Experience Recommended for Success in the Program
Total Program Credits
120
Transfer Credits
Up to 90
Format
- All courses are available online
- Select on-site and hybrid courses available
Tuition Per Credit
- $250 per credit hour
(Europe & Downrange)
See our Tuition Rates page for details.
Admission Requirements
Military-Specific Details
State-Specific Details