Illinois Institute of Technology

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: Applicants typically need a bachelor's degree in computer science, mathematics, engineering, or a related field with a minimum GPA of 3.0. Some programs require relevant coursework in programming and mathematics; GMAT/GRE may be optional for certificate programs.

About This Program

A graduate-level certificate program designed for working professionals to increase their knowledge of how computers learn and adapt from data to solve complex problems.

Career Outcomes

Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI

• 1. Machine Learning Engineer
• 2. AI Research Scientist
• 3. Data Scientist
• 4. Computational Intelligence Specialist

What You'll Learn

• Design and develop intelligent systems that learn from empirical data and improve performance over time[1][2]
• Apply machine learning techniques including supervised, unsupervised, and reinforcement learning to solve real-world problems[2]
• Build and train artificial neural networks for pattern recognition and decision-making tasks[1][2]
• Implement computational approaches to knowledge representation, reasoning, and optimization[2]

Curriculum Highlights

Requires nine credit hours of coursework selected from topics such as deep learning, advanced artificial intelligence, and interactive and transparent machine learning.

Top Employers

Top employers in computational intelligence and AI include major technology firms like Google, Microsoft, Amazon, IBM, and specialized AI research organizations.

Admissions

Applicants typically need a bachelor's degree in computer science, mathematics, engineering, or a related field with a minimum GPA of 3.0. Some programs require relevant coursework in programming and mathematics; GMAT/GRE may be optional for certificate programs.

Application Materials

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

Academic Requirements

• Degree Required: Graduate Certificate
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)