Marquette University
Certificate in Machine Learning for Engineering Apps
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 engineering, computer science, or a related quantitative field with a minimum GPA of 3.0 is required, along with demonstrated proficiency in programming (e.g., Python) and basic linear algebra.
About This Program
This graduate certificate program develops the capabilities required to apply machine learning tools to solve complex problems across a variety of application domains.
Career Outcomes
Gain deep learning skills to advance as Machine Learning Engineer in Engineering AI
- 1. ML Engineer for Engineering Systems
- 2. Data Scientist in Manufacturing
- 3. Predictive Analytics Specialist
- 4. AI Systems Engineer
What You'll Learn
- Implement supervised and unsupervised ML models for engineering datasets
- Apply deep learning techniques to optimize engineering systems
- Develop predictive models for failure analysis and resource allocation
- Integrate ML algorithms into real-world engineering applications
Curriculum Highlights
The program requires 12 credit hours, including a core machine learning course and electives such as data mining, visual analytics, or algorithms.
Top Employers
Top employers include engineering firms like Boeing, General Electric, Siemens, and tech companies such as Google and Amazon applying ML to industrial solutions.
Admissions
A bachelor's degree in engineering, computer science, or a related quantitative field with a minimum GPA of 3.0 is required, along with demonstrated proficiency in programming (e.g., Python) and basic linear algebra.
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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