College of San Mateo
Certificate of Specialization in Machine Learning and AI
How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: A bachelor's degree in computer science, engineering, mathematics, or a related field with a minimum GPA of 3.0 is required, along with demonstrated programming experience in Python or equivalent. Prerequisites may include linear algebra, calculus, and introductory statistics.
About This Program
This skills-based specialization is designed to introduce students to the field of AI and establish professional credibility through technical expertise.
Career Outcomes
Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI
- 1. Machine Learning Engineer
- 2. AI Data Scientist
- 3. AI Research Analyst
- 4. Computer Vision Specialist
What You'll Learn
- Implement supervised and unsupervised machine learning algorithms on real datasets.
- Design and train deep neural networks for tasks like image recognition and sequence modeling.
- Apply reinforcement learning techniques to optimize decision-making agents.
- Evaluate AI models for bias, fairness, and ethical implications.
Curriculum Highlights
Coursework includes probability for computing, search algorithms, robotics, knowledge representation, and programming with Python and TensorFlow.
Top Employers
Top employers include Google, Amazon, Microsoft, and Meta.
Admissions
A bachelor's degree in computer science, engineering, mathematics, or a related field with a minimum GPA of 3.0 is required, along with demonstrated programming experience in Python or equivalent. Prerequisites may include linear algebra, calculus, and introductory statistics.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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