Your Complete Guide to Artificial Intelligence Associate Degree and Undergraduate Certificate Programs

Written by Scott Wilson

Until just recently, many people had never really heard about artificial intelligence outside of science fiction. As a real technology, AI and ML (Machine Learning, a technology used in AI and similar sciences) were mostly the concern of PhD-qualified wizards muttering dark incantations in their distant laboratories.

Generative AI changed all that. With AI bursting onto the scene by way of product recommendation systems trying to sell you Stanley tumblers, in website self-help chat systems, and across the social media scene as artistic auteurs, it’s fair to say that artificial intelligence has come to the masses today.

As the technology has moved out of the research and development phase to become more common in daily life, the requirements for working in AI have also become more accessible. Although PhD and master’s graduates are going to play the biggest role in the AI revolution, there’s going to be room for folks with less intensive education to make a splash in the field as well.

For many, that will come with essential qualifications from undergraduate certificate and associate degree programs in AI and ML.

Higher Education Is Critical in Powering the AI Revolution

female it specialistWith the technology revolution has come higher educational requirements in almost every industry. More complicated, more sophisticated tools have made their way out into all kinds of different jobs, from bookkeeping to automobile mechanics. They aren’t the sort of thing you can just figure out through on-the-job training. A college degree in AI is expected.

That’s going to be just as true as artificial intelligence makes its way into all those same industries. Although AI itself is bound to make some complex jobs easier, the very process of integrating it will result in new challenges. Those are going to require a workforce with new and specialized kinds of knowledge.

Undergraduate education is where that knowledge starts flowing to future AI professionals. Although it’s often done through a traditional four-year bachelor’s degree in artificial intelligence, there are other options that might be a better fit for some students. Associate degrees and undergrad educational certificates are two of those options.

Associate Degrees Offer Entry-Level College Studies for High School Graduates

students learning programmingAssociate degrees are typically two-year programs that cover about 60 semester credits worth of basic college coursework. Those credits are usually split evenly between general studies classes and courses specific to your major.

That doesn’t leave a lot of room for specialization. Also, since the coursework must be basic, it doesn’t build much expertise in an advanced field like AI or machine learning.

Since they are so short and often offered at very affordable community colleges, associate degrees are often a great first step toward further education.

On the other hand, everyone in AI starts with the basics somewhere. Though associate degrees can generally be used to count toward the first two years of a full bachelor’s degree, that’s less common with the applied associate degrees currently available in AI.

As of now, the associate degrees in AI available through accredited institutions are offered as Associate of Applied Science, or AAS, degrees. This means they are heavily weighted toward professional skills and technical courses. That often makes them ineligible for transfer status to bachelor’s degree programs. It’s something you’ll want to check on before committing to this path to AI jobs.

The full selection of associate degree programs at accredited community colleges, vocational schools, and universities in the US as of the 2022-23 school year are shown here – all four of them:

Chandler-Gilbert Community College (PU)

Physical Sciences and Engineering Division
Chandler, AZ
Website

chandler-gilbert community college

AAS in Artificial Intelligence and Machine Learning (on-campus)

Total Estimated Program Cost: $5,917 ($372 per credit out-of-state)

Also Offers: Certificate of Completion in Artificial Intelligence and Machine Learning

Chandler-Gilbert Community College’s AAS in Artificial Intelligence and Machine Learning offers a comprehensive exploration of the construction of machine learning models. Coursework in computer programming, math, engineering, and statistics is supported by AI concepts and methodologies, including machine learning, deep learning, natural language processing, computer vision, and data science. Students here can study at any of the college’s four campuses.

Estrella Mountain Community College (PU)

Instructional Computing Division
Avondale, AZ
Website

estrella mountain community college

AAS in Artificial Intelligence and Machine Learning (on-campus)

Total Estimated Program Cost: $5,917 ($372 per credit out-of-state)

Also offers: Certificate of Completion in Artificial Intelligence and Machine Learning

Estrella Mountain Community College’s AAS in Artificial Intelligence and Machine Learning offers a solid course of study designed to prepare students for entry-level AI jobs in a variety of industries. AI and machine learning coursework here is complemented with study in natural language processing, computer vision, and AI for business solutions and other applications. Students of this program learn to apply AI to address social and business issues, opportunities, and challenges and apply statistical analysis and machine learning algorithms to predict the value of AI programming solutions. Students of this program also choose a programming language that best aligns with their career and educational goals.

Central New Mexico Community College (PU)

School of Business, Hospitality & Technology
Albuquerque, NM
Website

central new mexico community college

AAS in Artificial Intelligence and Machine Learning (on-campus)

Total Estimated Program Cost: $3,180 ($267 per credit out-of-state)

AAS in Cybersecurity; AAS in Computer Information Systems (Cloud Computing and Systems Administration, Computer Programming, Computer Support Specialist, Cyber Security, Network Administration, Web Programming);Certificate of Completion in Computer Information Systems (Cloud Computing and Systems Administration, Computer Programming, Computer Support Specialist, Cyber Security, Network Administration, Web Programming); Certificate of Completion in DevSecOps; Certificate of Completion in Artificial Intelligence and Machine Learning

Central New Mexico Community College’s AAS in Artificial Intelligence and Machine Learning is ideally designed to prepare students to begin a new career in AI and machine learning. Just some of the courses designed to prepare students to assume entry-level AI positions in a variety of industries include Fundamentals of Information Literacy and Systems, Introduction to Analytics and Data Visualization, Introduction and Applied Analytical Programming, Internet of Things, and Introduction to Computer Modeling.

Houston Community College (PU)

Science, Technology, Engineering and Math
Houston, TX
Website

Houston Community College

AAS in Artificial Intelligence (on-campus, online, hybrid)

Total Estimated Program Cost: $5,100 ($227 per credit out-of-state)

AAS in Cloud Computing and Applications Development; AAS in Computer Programming (Applications Development (Java, Microsoft #, Microsoft C++)), Computer Programming (Database Administrator, Mobile Application Developer, SharePoint Administrator, Web Application Developer); AA in Computer Information Systems; AS in Computer Science; AAS in Data Science; AAS in Biomedical Electronics; AAS in Computer Engineering Technology; Bachelor of Applied Technology in Artificial Intelligence and Robotics

The AAS in Artificial Intelligence through Houston Community College is a flexible course of study that prepares the next generation of AI professionals in a variety of industries. This program boasts a flexible format that can be completed on-campus, online, or in a hybrid format. Coursework here includes Programming Fundamentals (Python), Introduction to Machine Learning, AI in Cybersecurity, Computer Vision for AI, Computer Virtualization, Robot Operating System & Platforms in AI, Natural Language Processing, and more.

Undergraduate Certificates in AI Fill in a Much-Needed Educational Niche for Recent Graduates

hand touching ai chat bot

One thing about the AI wave is that it has caught everyone by surprise. If you signed up for college as little as a few years ago, you would hardly have seen any AI options in the catalog.

Even if a STEM degree hit the spot for your career goals back then, it probably didn’t come with the exact kind of coursework you need to get started in the AI field. Because learning machines draw on a wide range of different areas of expertise, the interdisciplinary training offered by AI degrees goes beyond what you would have learned in computer science or programming studies.

Fortunately, this is exactly what certificate programs are made for.

Make Sure You Are Looking at the Right Kind of Certificate When Planning Your AI Education

using smartphone aiEducational certificates offered by colleges differ from professional certifications common in the technology world. You are likely already familiar with various certs used in the industry, from cybersecurity to database administration. Popular with employers, those are usually offered by technology vendors or independent professional organizations to validate experience and expertise with a particular software tool or technology.

Educational certificates are compressed college-level programs that give you a slice of knowledge just as you would earn in a full degree program. Since they can be shorter and more tightly focused, they are often useful for brushing up on new developments. Many people also use them to refocus their career path in related, but slightly separate areas of expertise.

While professional certification may also include coursework and training, it’s more narrowly focused. College-level classes are taught to give you a bigger picture and more problem-solving tools. Although they might not drill down on some of the technical details as a certificate program, they are solid preparation for the various twists and turns technology will take during your career in AI engineering.

Both types of program can be valuable; just be sure you are choosing the right one for where you are currently in your career!

You’ll find considerably more undergraduate certificate programs at accredited community colleges, vocational schools, and universities than associate degrees. All ten, as of the as of the 2022-23 school year, are listed here:

Chandler-Gilbert Community College (PU)

Physical Sciences and Engineering Division
Chandler, AZ
Website

chandler-gilbert community college

Certificate of Completion in Artificial Intelligence and Machine Learning (on-campus)

Total Estimated Program Cost: $2,037 ($372 per credit out-of-state)

Also offers: AAS in Artificial Intelligence and Machine Learning

Chandler-Gilbert Community College’s Certificate of Completion in Artificial Intelligence and Machine Learning explores machine learning models used for predicting, making decisions, and taking human capabilities to the next level. Built for the industry professional with aspirations of building their knowledge of AI for use in the IT, automotive, healthcare, aerospace, industrial, and manufacturing industries, this program is rich in topics like natural language processing, computer vision, and AI for business solutions.

Estrella Mountain Community College (PU)

Instructional Computing Division
Avondale, AZ
Website

estrella mountain community college

Certificate of Completion in Artificial Intelligence and Machine Learning (on-campus)

Total Estimated Program Cost: $2,037 ($372 per credit out-of-state)

Also offers: AAS in Artificial Intelligence and Machine Learning

Estrella Mountain Community College offers the Certificate of Completion in Artificial Intelligence and Machine Learning, a comprehensive course of study that’s focused on building machine learning models used for predicting, making decisions, and enhancing human capabilities. The ideal preparation for AI jobs in automotive, healthcare, aerospace, industrial, IT, and manufacturing industries, this 21-36-credit program includes courses such as Natural Language Processing, AI for Computer Vision, AI for Business Solutions, and Survey of Computer Information Systems alongside a foundation in computer programming, math, and statistics.

University of Arizona (PU)

School of Information
Tucson, AZ
Website

u of a

Data Science and Visualization Certificate (on-campus, online)

Total Estimated Program Cost: $5,280 ($1,320 per credit out-of-state)

Natural Language Processing Undergraduate Certificate; Games and Simulation Undergraduate Certificate; Undergraduate Certificate in Cloud Computing; Undergraduate Certificate in Cyber Defense; Undergraduate Certificate in Cyber Security; BS in Information Science; BS in Computer Science; BA in Games and Behavior; MS in Data Science; MS in Computer Science; PhD in Computer Science; MS in Cybersecurity; Professional Science Masters in Data Science and Applied Statistics with optional concentrations in (Computational Biology, Earth Science)

The University of Arizona offers the Data Science and Visualization Certificate, a well-rounded exploration of AI as it relates to a wide variety of learners who are ready to tackle real-world data challenges using modern programming languages. This flexible certificate program, which can be completed on-campus or online, is focused on areas like data collection, exploration, manipulation and storage, analysis, and presentation. Students of this program gain valuable, hands-on experience with real-world data sets as they enhance their statistical and programming knowledge.

Louisiana State University Shreveport (PU)

College of Arts and Sciences, Department of Computer Science
Shreveport, LA
Website

lsus

Artificial Intelligence Undergraduate Certificate (on-campus)

Total Estimated Program Cost: $3,222 ($618 per credit out-of-state)

AI and Machine Learning Boot Camp through continuing education; Cyber Security and Networking Undergraduate Certificate; BS in Marketing-Data Analytics; BS in Computer Science (Cyber Security and Networking, Digital and Interactive Design, Information Systems, Software Development); Machine Learning Minor

Louisiana State University Shreveport is home to the Artificial Intelligence Undergraduate Certificate, a comprehensive program designed to support a student’s knowledge in the interdisciplinary and growing field of AI. This program includes courses such as Data Structures, Elementary Statistics, Information Visualization, Deep Learning, and Mobile Robotics.

Ferris State University (PU)

College of Business
Big Rapids, MI
Website

Ferris State University

Undergraduate Certificate in Machine Learning (on-campus)

Total Estimated Program Cost: $5,796 ($483 per credit out-of-state)

BS in Artificial Intelligence; Graduate Certificate of Advanced Studies in Analytics; BS in Business Data Analytics; Certificate in Data Analytics; Minor in Data Analytics; MS in Data Science and Analytics; Undergraduate Certificate in Cybersecurity (Ethical Hacking option); Graduate Certificate-Advanced Studies in Autonomous Vehicle Research

Ferris State University offers an Undergraduate Certificate in Machine Learning, an exploration of the phenomenon of big data. Students of this undergraduate program study machine learning and its role in IT, finance, health, manufacturing, autonomous vehicles, and many other fields. The rich curriculum explores how data is collected and how businesses are using machine learning to improve their processes and operations. This 12-credit program includes four courses: Introduction to Machine Learning, Applied Machine Learning in Software as a Service Environments, Introduction to Big Data Concepts and Tools, and Introduction to Cloud Application Development.

Maryville University (PR)

Adult and Online Education
St. Louis, MO
Website

Maryville University

Artificial Intelligence Certificate (undergraduate) (online)

Total Estimated Program Cost: $9,450

Bachelor’s in Cyber Security; Bachelor’s in Data Science; Post-Bachelor’s Certificate-Fundamentals of AI; Big Data Post-Bac Certificate; Cyber Security Certificate (undergraduate); Data Science Certificate (undergraduate); Post-Bac Machine Learning Certificate; Master’s in Artificial Intelligence; Master’s in Cybersecurity; Master’s in Data Analytics; Master’s in Data Science; UX/UI Certificate (undergraduate); Bachelor’s in Computer Science with tracks in (AI, Data Science, User Experience, Blockchain, Cybersecurity, Software Development)

Maryville University offers two undergraduate programs in AI – an Artificial Intelligence Certificate and a Post-Bachelor’s Certificate in Fundamentals of AI. The fully online AI Certificate is project-based and designed to build upon a student’s knowledge and skills in AI and machine learning. This program features three yearly start dates; a real-world focused curriculum that reflects emerging trends and technologies; and six courses (18 credits) of study. The online design comes complete with zero campus visits. The Fundamentals of AI Certificate is also offered in a fully online format and includes five courses that are structured as a collaborative, project-based curriculum covering the basics of AI and topics such as machine learning, Python programming, ethics in AI, and mathematics for AI.

University of Missouri-Saint Louis (PU)

HLC
St. Louis, MO
Website

university missouri st. louis

Undergraduate Certificate in Artificial Intelligence (on-campus)

Total Estimated Program Cost: $8,115 ($1,255 per credit out-of-state)

MS in Computer Science with an AI Graduate Certificate; Graduate Certificate in AI; BS in Data Science and Analysis (Biology, Computer Science, Economics, Mathematics, Social Science, Supply Chain Analytics); Data Science Graduate Certificate; Data Science Undergraduate Certificate; BS in Mathematics-Data Science emphasis; MA in Mathematics-Data Science emphasis

The University of Missouri – St. Louis is home to the Undergraduate Certificate in Artificial Intelligence, a five-course (15-credit) course of study that explores the emerging AI field. Courses in this program include Design and Analysis of Algorithms, Introduction to Artificial Intelligence, Introduction to Statistical Methods for Data Science, Introduction to Evolutionary Computation, and Introduction to Deep Learning.

Central New Mexico Community College (PU)

School of Business, Hospitality & Technology
Albuquerque, NM
Website

central new mexico community college

Certificate of Completion in Artificial Intelligence and Machine Learning (online, on-campus)

Total Estimated Program Cost: $1,386 ($334 per credit out-of-state)

AAS in Cybersecurity; AAS in Computer Information Systems (Cloud Computing and Systems Administration, Computer Programming, Computer Support Specialist, Cyber Security, Network Administration, Web Programming); Certificate of Completion in Computer Information Systems (Cloud Computing and Systems Administration, Computer Programming, Computer Support Specialist, Cyber Security, Network Administration, Web Programming); Certificate of Completion in DevSecOps; AAS in Artificial Intelligence and Machine Learning

Central New Mexico Community College offers the Certificate of Completion in Artificial Intelligence and Machine Learning, an exploration of machine learning models that are used for predicting, making decisions, and enhancing human capabilities. Ideally designed for professionals in a wide variety of fields, such as IT, automotive, healthcare, aerospace, industrial, and manufacturing, this program features a curriculum rich in topics such as natural language processing, computer vision, and AI for business solutions and other applications. Students of this 21-credit program can complete it on-campus or online and on a full- or part-time basis.

Sinclair Community College (PU)

Division of Science, Mathematics and Engineering; Aviation Technology Department
Dayton, OH
Website

sinclair community college

Short Term Technical Certificate in Artificial Intelligence-Autonomous Systems (on-campus)

Total Estimated Program Cost: $3,243 ($334 per credit out-of-state)

One Year Technical Certificate in Data Analytics; AAS in Data Analytics; Short Term Technical Certificate in Data and Information Management; Short Term Technical Certificate in Aerial Sensing Data Analytics; AAS in CIS (Network Engineering, Secure System Administration, Software Development, User Support, Web Development); AS in Computer Science

Sinclair Community College is home to the Short-Term Technical Certificate in Artificial Intelligence – Autonomous Systems, part of the BAS in Unmanned Aerial Systems. Students of this program study the process of transforming large amounts of data into actionable decisions. The curriculum of this interdisciplinary program includes the study of topics like aviation technology, computer science, computational modeling, robotics, machine learning, and symbolic computation.

University of Texas at San Antonio (PU)

Department of Electrical and Computer Engineering
San Antonio, TX
Website

University of Texas at San Antonio

Certificate in Artificial Intelligence (on-campus)

Total Estimated Program Cost: $5,715 ($922 per credit out-of-state)

MS in Artificial Intelligence; Certificate in Computer Programming for Engineers; BS in Electrical Engineering; MS in Aerospace Engineering; MS in Computer Engineering; MS in Mechanical Engineering; PhD in Electrical Engineering; PhD in Mechanical Engineering; Certificate in Cloud Computing; Certificate in Aerospace Engineering; MS in Computer Science-Data Science concentration; MS in Data Analytics; PhD in Applied Statistics; BS in Cyber Intelligence-Multidisciplinary Studies

The University of Texas at San Antonio offers the Certificate in Artificial Intelligence, a 15-credit program that features a required course in Probability and Stochastic Processes, alongside four electives in areas like C++ and Data Structures, Introduction to Machine Learning, Intelligent Robotics, Intelligent Control, and Systems Programming for Engineers. Designed for current undergraduate electrical and computer engineering UTSA students or practicing engineers who already hold a BS in electrical or computer engineering or a related field, this certificate program provides students with the tools and knowledge needed to become active participants in traditional and emerging areas of electrical and computer engineering-related technologies.

What Sort of Jobs Will You Be Qualified for With an AI Associate Degree or Undergraduate Certificate?

automated assembly line

Certificates and AAS degrees alone still aren’t enough to really get into any job in AI engineering that exists today. Instead, they are a good way to establish enough of a foothold to start working confidently with common AI tools in entry-level office jobs, marketing, or in creative roles in writing and graphic design. They are also a good way to reorient your education to prepare you for further studies.

That typically means setting your sights on eventually earning a Bachelor of Applied Science degree in AI. They are also useful preparation for graduate certificates in AI or ML, which, with the right bachelor’s program behind you, can get you into hot AI jobs across industries.

One of the main benefits of an entry-level AI degree is in improving the general professional skills that employers value. And the cool thing is that the AI part of your associate degree isn’t the only thing that has value. Your general studies coursework will boost the communication and problem-solving skills that employers crave in all kinds of positions.

A Basic Curriculum Gives You Grounding to Climb Higher After an AI Undergraduate Certificate or Associate Degree Program

Let’s be honest: no one is going to mistake you for a hot-shot AI research scientist after a year or two of undergraduate studies. But these options are a solid first step on a long climb to the expertise in programming, algorithm development, and training processes required to build AI today.

If you don’t take the first step in education, you can’t take any of the others, either.

But it’s an essential step to climb. No matter where you are heading in the world of AI engineering, these are basic skills and knowledge you must master. Both certificates and associate programs give you the option of doing so in a short, bite-size chunk. There’s less commitment and lower costs than any other kind of AI education.

The substance of that training is truly ground-level stuff, however. And certificates and associate programs both go about walking you through it in different ways.

What Will You Learn in an AI Undergraduate Certificate Program?

creating using aiUndergraduate certificates are very focused programs, with only a handful of courses. They are designed to either introduce or add to actual degree programs. So you can’t expect to get the full range of education that a full degree will offer.

They are also often aimed at very specific types of AI education, in narrow areas that may benefit from more in-depth study. So you can expect very different coursework between a Short-Term Certificate in Artificial Intelligence/Autonomous Systems designed for aviation technicians and a Certificate of Completion in Artificial Intelligence and Machine Learning that goes into statistics and algorithms for natural language processing and computer vision.

While sometimes you can see right from the title where a certificate program is aimed, other times you must dig into the coursework it offers to see the angle. For example, a Certificate in Artificial Intelligence might describe any kind of program. But if it’s offered by an electrical engineering department, it may be specifically designed to build on the knowledge and education of bachelor’s in engineering graduates. Diving into the engineering uses of AI is important and valuable, but it may not be what you are looking for, so check the classes first!

There are also more general Artificial Intelligence Certificate programs that are intended to give you a broader perspective on AI. These deliver a big picture overview of AI engineering today. They can take someone with a bachelor’s degree in computer science or engineering and fine tune the knowledge and skills to put them on track toward AI programming and development instead.

What Will You Learn in an AI Associate Degree Program?

robot arm picking packages in warehouseAssociate degrees are much broader than certificates. That’s exactly what you would expect with a whole extra year or so to work with.

But it’s also a philosophical difference. An associate degree is intended to make you a more well-rounded professional in every respect. So they will include a range of liberal arts classes in areas like social studies, English, general math, and art. Together with your technical training, these can offer new perspectives and a better set of skills in communication and reasoning to apply to your job.

AAS degrees, the kind that are most common in AI today, will still include at least some liberal studies courses. But they really focus on the hard technical elements that go into AI engineering. You can expect foundational courses in subjects like:

two students in a robotics class

You may even have room for a bare handful of elective courses. You may find choices such as:

This kind of specialized coursework can help you set your path toward specific destinations in AI engineering and better prepare you for more advanced degrees in those fields.

How Much Does an AI Undergraduate Certificate or Associate Degree Cost?

college moneyThe real magic of studying AI through undergrad certificates or associate degree programs is affordability.

A quick look at the National Center for Education Statistics tuition data comparing two and four-year colleges tells the story.

The average cost in tuition and fees alone at a four-year college in the U.S. in 2020 was $14,307.

For two-year colleges, the annual cost in 2020 was only $3,621 for tuition and fees.

So for just half the cost of a single year of a bachelor’s program at the typical American school, you can earn a complete associate degree in artificial intelligence. Certificates will be even less, although those offered by four-year schools may have the same per-credit costs as other degrees there.

On top of that, most associate and certificate programs are built for students who are studying close to home, or remotely. So you can also save on the inevitable costs of room and board that come with traditional bachelor’s programs.

Evaluating Schools Offering Undergraduate Certificates or Associate Degrees in Artificial Intelligence

ai job interviewDeciding on the right school for your undergraduate certificate or associate studies doesn’t take a lot of work at this point—there aren’t very many schools to choose from!

But that is changing every day as more and more interest in the field is stoked. It’s also true that even with limited choices, you will want to make sure you are getting the right fit for your educational goals.

At this level, that means looking for features like:

Naturally, you also need to pick a school that has a good match for your intended specialization in AI… the most outstanding program in data science and visualization isn’t much good to you if you are planning a career in robotics.

On the other hand, much of what you are expected to absorb at this level, particularly in associate programs, are basics that can support you in any kind of AI career. So ensuring you have solid instruction in math, programming, and other essentials should always come first. You can build more on those pillars later.

Online Certificate and AI Associate Degree Options Let You Fit Your Studies into Your Budget and Your Life

Almost all types of technology degree and certificate programs today are offered online as well as in traditional formats. Since most of your studies happen through the computer screen, it doesn’t matter all that much where the screen is located—or what time of day you are using it.

Remote study options can add a lot to the traditional strength of these programs in keeping costs down. As noted earlier, many of these undergrad programs are put together to allow you to keep your studies close to home. Online programs go one step further—you never have to leave the house! No commuting costs, no parking fees, no extra time cut out of your day.

At the same time, remote studies can open your options. That’s important with such a limited selection on the menu today. You aren’t restricted to just local community colleges—any remote program, anywhere in the country can make it to your short list. That allows you to find a better fit for your own goals.

Finally, online programs give you more flexibility in time as well as space. With asynchronous classes and independent study, you can shift your schoolwork around to fit whatever schedule you need to follow on any given day. That can be important for personal reasons or if you are trying to hold down a job while you study.

All in all, these are the perfect entry-level option to get your career off the ground in AI engineering. With little up-front commitment in time or money, you can put a solid foundation under your education for a field that is sure to transform the future of work itself.