CA

Certificates in AI
Online

University of California, San Diego

Specialized Certificate in Machine Learning Methods

  • La Jolla
About This Program

This specialized program introduces learners to the subject matter of AI using a variety of tools including Linear Algebra, Deep Learning, and TensorFlow.

Student Reviews
Write a Review
What You'll Learn

Participants accumulate essential skills in building deep neural networks and performing detailed analysis of leading machine learning approaches like CNNs and RNNs.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The certificate involves foundational skills in Python, statistics, and data mining, followed by advanced courses in neural network modeling and natural language processing.
Typical Course Topics
1. Linear Algebra for Machine Learning 2. Probability and Statistics for Deep Learning 3. Practicum for Deep Neural Networks 4. Supervised Learning Algorithms 5. Unsupervised Learning Methods 6. Python for Machine Learning and Data Analytics
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
Bachelor's degree with college-level algebra and calculus preferred; programming experience in Python recommended but not always required. Relevant professional background or equivalent knowledge strengthens applications.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree preferred
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

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

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

Check Application Deadlines
Career Opportunities in AI

Strengthen machine learning skills to advance as Data Scientist in Cross-Industry AI

Estimated Industry Salary
Machine Learning Engineer: $120,000
Total compensation (entry to mid-level)
AI Job Growth
23.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Scientist 3. AI Research Specialist 4. ML Operations Engineer
Top AI Employers (Industry-Wide):
Top employers include tech companies like Google, Microsoft, Amazon, and organizations in healthcare, finance, and autonomous systems.
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 3,175
Format
Online
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
Request Information