San José State University
MS in Statistics - Machine Learning
How this program compares
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Admission Snapshot
Typical admitted student: A bachelor's degree in mathematics, statistics, computer science, or a related quantitative field is required, with a strong background in linear algebra, calculus, and programming. Most programs require a competitive GPA and may require the GRE, particularly for competitive institutions.
About This Program
This program is designed to prepare students to become practicing statisticians in business or government, focusing specifically on the theoretical and applied aspects of machine learning.
Career Outcomes
Lead as Data Scientist in Cross-Industry AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. Statistical Analyst
- 4. AI Research Scientist
What You'll Learn
- Apply statistical methods to real-world machine learning problems and model evaluation
- Design and implement supervised and unsupervised learning algorithms
- Understand the theoretical foundations of machine learning and statistical inference
- Develop practical skills in data preprocessing, feature engineering, and model optimization
Curriculum Highlights
The specialization features core statistics coursework, a graduate technical writing component, and specialized electives in cluster analysis, mathematical data visualization, and computational statistics.
Top Employers
Top employers include Google, Amazon, Microsoft, Meta, and major financial institutions like JPMorgan Chase and Goldman Sachs.
Admissions
A bachelor's degree in mathematics, statistics, computer science, or a related quantitative field is required, with a strong background in linear algebra, calculus, and programming. Most programs require a competitive GPA and may require the GRE, particularly for competitive institutions.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2–3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Optional (varies by institution)
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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