University of California, Irvine

How this program compares

Budget-wise, $4.6K puts this certificate program at the 19th percentile on cost — roughly 58% below the $11.0K average across 180 comparable listings. It is one of the 54% of programs in our database offered fully or partly online.

Admission Snapshot

Typical admitted student: A bachelor's degree in a STEM field such as computer science, mathematics, or engineering is typically required, along with basic programming knowledge in Python and familiarity with linear algebra and statistics.

About This Program

This specialized online program provides professionals with the skills to leverage large datasets and develop self-improving systems for competitive business advantage. Coursework concentrates on Deep Learning and Machine Learning. Most students complete it in about 1 year.

Estimated total tuition is $4.6K, below the $11.0K average for AI certificate programs in our database and in the 19th percentile on cost at this level. That makes it one of the more affordable options for students weighing return on investment.

It is one of 65 AI-related programs we track in California, of which about 37% offer an online option. On price, it comes in cheaper than about 89% of the California programs in our data, where typical tuition runs near $63.3K.

Graduates frequently move into roles such as Deep Learning Engineer, with reported salaries around $120,000.

Implement machine learning algorithms for predictive modeling and data analysis.

Career Outcomes

The Certificate in Machine and Deep Learning at University of California, Irvine (Irvine, California) is oriented toward Deep Learning Engineer hiring, with alumni reporting pay near $120,000. Its focus on Deep Learning and Machine Learning maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 36% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. Machine Learning Engineer
• 2. AI Research Specialist
• 3. Data Scientist
• 4. Deep Learning Developer

What You'll Learn

• Implement machine learning algorithms for predictive modeling and data analysis.
• Design and train deep neural networks for complex pattern recognition tasks.
• Optimize models using techniques like regularization, hyperparameter tuning, and transfer learning.
• Deploy machine learning solutions in real-world applications with scalable frameworks.

Curriculum Highlights

The program requires three core courses in ML, AI, and neural networks plus elective units, totaling 10 units of specialized study.

Top Employers

Top employers include tech companies like Google, Amazon, Microsoft, and NVIDIA.

Admissions

Admission to University of California, Irvine's Certificate in Machine and Deep Learning generally expects a bachelor's degree. The GRE is not required here — a growing norm among AI programs — so applicants can often lead with coursework, projects and recommendations instead. Deadlines, testing policies and funding change year to year, so confirm the current requirements on the official program page before applying.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required

Frequently Asked Questions