Top 8 AI and Machine Learning Certifications to Boost Your Career in 2025

As a data analyst, you’ve probably heard the buzz about AI revolutionizing the field. While AI is an incredible tool, it’s not a magic solution that can do your job for you. Understanding how AI works—and its limitations—is key to making your work more efficient and effective.

One of the most important skills you can develop is the ability to spot AI’s “hallucinations” or inaccuracies. This means knowing when the code or output it generates doesn’t align with your project’s needs or the programming language you’re using. For example, as someone who uses AI to build software and automation tools, I’ve learned to quickly identify when the code AI produces won’t work and how to adjust it.

This skill is what sets great data analysts apart. While AI can save time and streamline tasks, it’s not yet at the point where it can fully replace human expertise. So, if you’re relying on AI to do all the heavy lifting, here’s a friendly reminder: it’s a tool, not a replacement. Mastering its use while staying critical and informed will make you an invaluable asset in the world of data analysis.

As AI and machine learning has been around for quite a while behind the scenes, it has recently been gaining popularity in recent years. So here are some certifications you can get to help boost your skillset and remain cutting edge in the field of data analyst.

IBM: Applied AI Professional Certificate

When it comes to tech education, IBM is a name that carries a lot of weight. Known for its reliability and innovation, IBM’s certifications are highly respected by employers across the industry. If you’re looking to boost your skills and credibility, this is a great place to start.

The course is offered through Coursera, and while it’s a paid program, there’s a way to make it work for you without breaking the bank. If you complete the course during the free trial period, you can earn your certification at no cost. It’s a fantastic opportunity to gain a valuable credential from a trusted name in tech—without the financial commitment. Learn more

MIT: Professional Certificate Program in Machine Learning & AI

When it comes to cutting-edge education in tech, MIT (Massachusetts Institute of Technology) is a name that stands out. Known globally for its excellence, an MIT certification carries significant weight in the industry—especially in fields like AI and machine learning. While the program comes with a higher price tag, you can rest assured that you’re investing in some of the best education available.

To get started, there’s a non-refundable application fee of $325. Once you’re accepted, you’ll pay for each course individually. While the cost is steep, the value of an MIT certification is unmatched. If you’re curious about the specifics, they’ve included a detailed breakdown of each course on their website, so you can see exactly what you’re signing up for. Learn more

Google Cloud: Machine Learning & AI Certificate

When you think of Google, certifications might not be the first thing that comes to mind—but they actually offer a robust program in machine learning and AI. What’s great about this certification is that Google provides a clear breakdown of each course and learning path on their website. This means you’ll know exactly what topics you’ll cover as you progress through the program.

The best part? You can start for free, which makes it accessible for anyone looking to dive into AI and machine learning. However, one downside is the lack of price transparency. To get full pricing details, you’ll need to contact a sales representative, which can feel a bit off-putting for everyday consumers. While this approach might not be ideal, the quality of the content and Google’s reputation in the tech world still make this program worth considering. Learn more

Amazon AWS: AI/ML Certificate

If you or your company heavily relies on AWS (Amazon Web Services) or other Amazon products, this certification could be a no-brainer. AWS is a go-to for many businesses when it comes to data storage, servers, and cloud solutions, thanks to its ease of use and reliability. With Amazon’s dominance in this space, having an AWS certification on your resume can be a huge advantage.

The courses themselves are self-paced and completely free, which is a big plus. That said, the AI and machine learning offerings are somewhat limited compared to competitors. Once you complete the course, the certification exam costs $300 USD (or half that if you’re an Amazon employee). One thing to keep in mind: this program feels like it’s still in its early stages, so it’s worth proceeding with a bit of caution. Still, for AWS users, it’s a solid option to consider. Learn more

SAS: AI & Machine Learning Professional

I’ll admit, I was surprised when SAS (Statistical Analysis System) introduced a certification in AI and machine learning. If you’re familiar with SAS—maybe you’ve used it in university like I did—this could be a worthwhile investment for your career. SAS is a bit niche compared to more common query languages like SQL, and it’s primarily used in specific industries, such as healthcare.

The certification provides a solid foundation in AI and machine learning, though it’s not as in-depth as offerings from more established competitors. That’s likely because the program is tailored specifically to SAS and its ecosystem. So, while it’s a good option for building skills within that framework, it might not have the broad applicability of other certifications.

My recommendation? This certification is best suited for die-hard SAS users or those working in industries where SAS is the standard. If that’s you, it’s definitely worth considering. Learn more

Microsoft: Azure AI Fundamentals Certificate

If you’re working for a company that relies on Microsoft Azure—or you’re eyeing a role at one—this certification is a fantastic place to start. For those unfamiliar, Azure is Microsoft’s cloud platform, similar to Amazon’s AWS, and it’s widely used to keep businesses running smoothly.

This certification is beginner-friendly, making it ideal for anyone new to Azure or looking to solidify their foundational knowledge. Microsoft even offers free training courses to help you get up to speed before taking the exam. Plus, the exam itself is reasonably priced, and the certification can be earned relatively quickly if you dedicate time to understanding its concepts and framework. Learn more

Standford: Artificial Intelligence Professional Program

Stanford University is another heavyweight in the tech education space, though it comes with a notable price tag. That said, compared to its competitor MIT, Stanford’s courses are slightly more affordable—just a little, but every bit helps! What’s great about Stanford’s program is its transparency. They clearly outline the cost of each course and provide a realistic timeline for completing the professional certificate.

Another big plus? The courses are entirely online, making them a perfect fit for anyone who prefers to learn remotely rather than attending in-person classes. Stanford also breaks down the courses and topics you’ll cover, so you’ll know exactly what skills and knowledge to expect by the time you finish the program.

If you’re looking for a reputable, flexible, and transparent certification, Stanford’s offering is definitely worth considering. Learn more

Maricopa Community College: Artificial Intelligence

If you’re looking to break into the AI field, Maricopa Community College (MCC) offers a variety of options to suit your goals. Whether you’re interested in a certification, an associate degree, or even a bachelor’s degree in AI, MCC provides clear pathways for each. They also make it easy to explore the courses included in each program, so you know exactly what to expect before you enroll.

One of the biggest advantages of choosing a community college like MCC is affordability. Compared to traditional universities, community colleges often provide a more budget-friendly option without sacrificing quality. In fact, many students find the education at community colleges to be even better, thanks to smaller class sizes and flexible learning options—both online and in-person.

If you’re considering a career in AI, I highly recommend exploring MCC’s programs. Here, you’ll find a breakdown of their tuition costs and degree types to help you make an informed decision.

DeepLearning AI Courses

DeepLearning.AI is a bit different from the other options on this list—it doesn’t offer certifications, but it does provide courses designed to help you dive into the world of AI and machine learning. While there’s no clear mention of pricing on their website, the general consensus online is positive, with many users praising the quality of their content.

That said, I don’t often hear employers specifically mention DeepLearning.AI, so it’s best to think of this as a learning resource rather than a career-boosting certification. If you’re curious about AI, want to explore its various areas, or just need a starting point, DeepLearning.AI is worth checking out. Consider this an honorable mention for anyone looking to dip their toes into the field. Learn more

Whether you’re just starting out or looking to advance your career, there’s no shortage of options when it comes to AI and machine learning education. From prestigious programs like MIT and Stanford to more affordable pathways like Maricopa Community College, each option has its own strengths and unique benefits. And let’s not forget resources like DeepLearning.AI, which are perfect for those who want to explore the field without committing to a full certification.

The key is to choose a program that aligns with your goals, budget, and learning style. Are you looking for a deep dive into AI with a globally recognized certification? Or are you testing the waters to see if this field is right for you? Whatever your situation, there’s something out there for everyone.

Remember, the world of AI is constantly evolving, and staying curious and informed is the best way to stay ahead. So, take your time, explore your options, and find the path that works best for you.

Happy learning!