University of California, San Diego

How this program compares

At an estimated $3.2K in total tuition, the Certificate in Machine Learning Methods sits roughly 71% below the $11.0K average for AI certificate programs in our database — placing it in the 8th percentile on cost among the 180 we track at this level. It is one of the 54% of programs in our database offered fully or partly online.

Admission Snapshot

Typical admitted student: Admission requires a bachelor's degree or equivalent, basic knowledge of college-level algebra, calculus, and programming (preferably Python), with no GRE required.

About This Program

This certificate program provides foundational and practical skills in machine learning, introducing students to the essential tools and mathematical concepts of the field. Coursework concentrates on Deep Learning and AI Engineering / Applied AI. Most students complete it in about 1 year.

Apply linear algebra techniques like matrix operations and singular value decomposition to machine learning models.

Budget planners should note $3.2K estimated total tuition (8th percentile among AI certificate programs, below the $11.0K average). 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 94% of the California programs in our data, where typical tuition runs near $63.3K.

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

Career Outcomes

Graduates of University of California, San Diego's Certificate in Machine Learning Methods most often target Machine Learning Engineer roles, where reported compensation runs around $120,000. Its focus on Deep Learning and AI Engineering / Applied AI maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 23% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. Machine Learning Engineer
• 2. Data Scientist
• 3. AI Research Analyst
• 4. ML Operations Specialist

What You'll Learn

• Apply linear algebra techniques like matrix operations and singular value decomposition to machine learning models.
• Implement supervised and unsupervised learning algorithms using Python and TensorFlow.
• Build and train deep neural networks including CNNs and RNNs for image and text applications.
• Perform dimensionality reduction and optimization methods such as gradient descent and PCA.

Curriculum Highlights

The program covers data mining, predictive modeling, and advanced topics like convolutional neural networks and responsible AI ethical implications.

Top Employers

Top employers include tech companies like Google, Amazon, Microsoft, and startups specializing in AI and data analytics.

Admissions

Admission to University of California, San Diego's Certificate in Machine Learning Methods generally expects a bachelor's degree or equivalent. 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: Optional
• Resume: Required
• Transcripts: Official transcripts required

Frequently Asked Questions