- Problem Solving and Programming Constructs or Application Programming I
- Computer Programming I or Application Programming II
- Object-Oriented Programming
- Data Structures
- Artificial Intelligence
Artificial Intelligence and Machine Learning
21 Credits
1 year
In-Person (California, Clarion, Edinboro)
Build What’s Next With AI
Artificial intelligence is changing how organizations solve problems, analyze information and create new tools. PennWest’s 21-credit Artificial Intelligence and Machine Learning Certificate gives you a practical foundation in programming, data structures, artificial intelligence and machine learning so you can understand how intelligent systems work and begin developing solutions of your own. Designed to complement your undergraduate studies, the certificate helps you add one of today’s most relevant technical skill sets to your future.
This program is for you if...
- You want to understand how artificial intelligence and machine learning systems are designed, programmed and evaluated.
- You enjoy solving problems and want to strengthen your programming skills.
- You want to add specialized AI and machine learning knowledge to your undergraduate studies.
- You are interested in software development, data, automation or other technology-driven fields.
- You want a foundation for advanced coursework or graduate study in artificial intelligence, machine learning, computer science or a related area.
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XX Credits for AA
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XX Credits for BS
What You'll Study
You’ll begin by developing a foundation in programming and computational problem-solving. The curriculum allows you to select an introductory programming pathway before progressing into object-oriented programming, data structures and artificial intelligence.
Required coursework includes:
You’ll then choose two advanced electives that allow you to explore areas such as:
- Machine learning algorithms and implementation
- Natural language processing
- Specialized techniques in artificial intelligence
- Applications of machine learning and deep learning
Through this 21-credit curriculum, you’ll strengthen your ability to apply computer science principles, develop computing-based solutions and use machine learning algorithms to address different kinds of problems.
| Degrees, Certificates, Minors | Offered at... | |||
|---|---|---|---|---|
| California | Clarion | Edinboro | Global Online | |
| Artificial Intelligence and Machine Learning, Certificate | Program Offered At This LocationIn-Person | Program Offered At This LocationIn-Person | Program Offered At This LocationIn-Person | Program Not Offered At This Location |
Meet Our Faculty
Our faculty are not just instructors; they are mentors, researchers, and industry professionals committed to providing an education grounded in real-world experiences and academic excellence. From engaging classroom discussions to hands-on experiential learning, our educators are here to support and inspire you every step of the way.
How You'll Learn
Complete the certificate through courses offered at PennWest’s California, Clarion and Edinboro campuses. You’ll progress through a structured sequence that builds from programming fundamentals into data structures, artificial intelligence and advanced electives. Course availability and delivery may vary by campus and term.
What You'll Become
Artificial intelligence and machine learning knowledge can strengthen your preparation for technology-focused careers and graduate study by building programming, computational problem-solving, and algorithmic-thinking skills while introducing how intelligent systems are designed and applied. This certificate provides a strong technical foundation for evaluating computing requirements, developing software solutions, and applying machine learning techniques to real-world problems, making it valuable in fields that use data, automation, and AI to improve decisions, products, and services. Designed to complement a broad undergraduate education, the certificate adds specialized expertise for students in computer science, information technology, data-focused disciplines, and other technology-driven fields, with electives in areas such as machine learning, deep learning, and natural language processing.
Career Paths
- Artificial intelligence development support
- Machine learning development support
- Software and application development
- Data analysis and data science
- Automation and intelligent systems
- Natural language processing
- Business intelligence and decision support
- Graduate study in computer science, AI or data science
Mike Conley
A Cal-campus alum turned CISO, Mike Conley runs 24/7 cyber defense for safety-critical companies and mentors PennWest students to meet tomorrow’s threats.
How We'll Help You Succeed
At PennWest University, we prioritize your success and well-being from the moment you join our community. Our comprehensive student support system is designed to meet you where you are, offering personalized guidance, academic assistance, and emotional support to ensure you can fully focus on your studies and personal growth. Whether you're a first-generation college student, returning for further education, or navigating career changes, our dedicated faculty and staff provide the encouragement and resources you need to overcome challenges and thrive. With a wide range of services from tutoring and career counseling to mental health resources, PennWest stands by your side, empowering you to achieve your academic goals and prepare for a successful future. Join us at PennWest, where you're not just a student; you're part of a supportive family committed to helping you find your place in the world.
21 Credits
Complete five required courses and choose two advanced electives focused on machine learning, natural language processing, deep learning or specialized AI techniques.
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Success Coaching
Success at PennWestAchieve your academic goals with personalized guidance from our dedicated student success coaches.
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Post-Graduation Support
Life After PennWestWe're here for you even after graduation, providing support and resources to help you succeed in your career.