Top AI and ML Certifications in 2024

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Machine Learning is one of the most important aspects of data science as well as the artificial intelligence industry. With the help of machine learning algorithms, organizations are able to recommend accurate shows to their subscribers, autonomous vehicles can steer perfectly on crowded roads, and whatnot.

As we step into 2024, and the artificial intelligence technology gets more advanced, the machine learning aspect will have an important role to play. According to Precedence Research, the machine learning market size is expected to grow at a CAGR of 35.09% to reach a market value of $771.38 billion by 2032.

The demand for AI professionals proficient in machine learning will be larger than ever in the coming years. So, if you are looking to take your AI career further, then we have curated a comprehensive list of top AI certification programs to help you master machine learning skills.

Best Machine Learning certification to enroll in 2024

Here are the most popular machine learning certifications that will definitely help you in your

1.  AI career.AWS Certified Machine Learning – Specialty

This is among the most popular machine learning certification programs offered by Amazon Web Services (AWS) that is designed to validate professionals’ expertise in creating, training, refining, and deploying machine learning models on the AWS Cloud. 

Students must clear the AWS Certified Machine Learning – Specialty exam which costs around $300 to earn this certification. The exam consists of 65 multiple-choice or multiple-response questions and has to be completed within 180 minutes.

It is intended for professionals having at least 1 year of experience in developing, architecting, or running AWS machine learning/deep learning workloads. Having at least two years of hands-on experience in machine learning or DL in AWS can be an added advantage.

2. Certified Artificial Intelligence Engineer (CAIE)

Offered by the United States Artificial Intelligence Institute (USAII®), the Certified Artificial Intelligence Engineer (CAIE) is among the best AI certification program designed for students and young professionals looking to start their AI career and master machine learning.

CAIE is a self-paced learning program that can be completed anywhere between 4 to 25 weeks. The program requires a time commitment of at least 8-10 hours a week to prepare for the certification exam. Students get access to a state-of-the-art resource center consisting of personalized eBooks, HQ lecture videos, practice codes, use cases, etc. that help them fully prepare and clear the certification exam.

The CAIE program requires a 25-day immersion period, and the exam can be scheduled any time after that but within 175 days. Students get 2 attempts to clear the exam, failing which they have to pay an additional re-examination fee of $149 for each subsequent attempt. The exam is of 100 minutes duration and consists of 60 questions. Students must score at least 70% marks to successfully earn the certification.

3.  Google Machine Learning Engineer Certification

Google Machine Learning Engineer Certification offered by Google Cloud is an excellent program to validate your AI skills in machine learning. With this, you can demonstrate your expertise in machine learning in various domains such as metrics interpretation, data pipeline, and model architecture to your employers. You will be able to showcase your ability to identify problems, develop solutions, create machine learning models, automate ML pipelines, etc.

The exam is 120 minutes duration and consists of 50-60 multiple-choice questions. Students must understand, that this is an advanced-level certification program and should prepare well for the same.

4. Machine Learning Cornell Certificate Program

Machine learning certification from Cornell University is an online program that helps students and professionals understand how data scientists use machine learning technology to develop solutions for real-world problems. The program consists of 7 courses. Each of the courses takes approximately 2 weeks to complete. This is an instructor-led program that has to be completed in a recommended duration of three and a half months. Since the program is conducted entirely online, learners can go through the program at their own pace and schedule.

5.  Machine Learning Specialization – Stanford

Stanford University offers this machine learning specialization online program which is designed to empower AI professionals with the fundamentals of machine learning and how to apply these techniques to develop real-world AI applications.

It consists of 3 courses and offers a certification of completion at the end. Though there is no specific exam for this program, the learners are assessed via programming assignments and quizzes in each course.


These are some of the top machine learning certification courses that you can leverage to enhance your machine-learning skills and advance further in your AI career. Having a strong knowledge in machine learning ensures you are well recognized among employers and have a better chance of getting shortlisted, not to mention, a better chance of getting hired with higher salaries.

So, take a leap ahead, and start 2024 with a bang by earning one of these top credentials for your career.

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