WI

Certificates in AI
On-Campus, Online

Marquette University | Certificate in Machine Learning for Engineering Apps

  • Milwaukee
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.

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What You'll Learn

Students gain a technical understanding of the elements of machine learning, including algorithms, intelligent systems, neural networks, pattern recognition, and deep learning.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The program requires 12 credit hours, including a core machine learning course and electives such as data mining, visual analytics, or algorithms.
Typical Course Topics
1. Introduction to Machine Learning 2. Supervised Learning for Engineering Data 3. Deep Learning in Engineering Applications 4. ML for Predictive Maintenance 5. Reinforcement Learning for Control Systems 6. Engineering Data Analytics and Visualization
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
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.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• 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.

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Career Opportunities in AI

Gain deep learning skills to advance as Machine Learning Engineer in Engineering AI

Estimated Industry Salary
Machine Learning Engineer: $120,000
Total compensation (entry to mid-level)
AI Job Growth
36.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. ML Engineer for Engineering Systems 2. Data Scientist in Manufacturing 3. Predictive Analytics Specialist 4. AI Systems Engineer
Top AI Employers (Industry-Wide):
Top employers include engineering firms like Boeing, General Electric, Siemens, and tech companies such as Google and Amazon applying ML to industrial solutions.
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Program Details
Duration
  • 1 Year
Tuition
  • 13,920
Format
On-Campus, Online
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
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