Competencies

Credits

Algorithmic Thinking (Required)

2

Intro to Programming (Required)

4

Supervised and Unsupervised Learning (Required)

6

Immersive Environments (Optional)

6

Computer Architecture (assembly programming) (Required)

4

Create Innovation-driven Enterprise (Path Selection) (Required)

4

12

12

Undergraduate R & D project
Entrepreneurship and Innovation I (Required)

9

Business Communication (Inclusive Leadership, Persuasive and Leadership Communication, and Negotiation) (Optional)

10

Product Design and Development (Including Design Thinking) (Required)

8

Data Mining: Classification and Regression (Optional)

4

Competencies

Credits

Fundamental Data Structures (Required)

4

Programming Multi-module Applications (Optional)

4

Visualization (Required)

4

Ethics in Computer Engineering (Required)

2

Operating Systems (Unix Basics) (Required)

4

Startup from Idea to Impact (Required)

12

Discrete Mathematics (Required)

12

12

Undergraduate R & D project
Entrepreneurship and Innovation II (Required)

9

Accessibility & Universal Design (Optional)

2

Neural Network and Deep Learning (Required)

4

Design Thinking, Innovation, and Creative Confidence (Optional)

12

8

Competencies

Credits

Advanced Data Structures and Algorithms (Optional)

4

Reinforcement Learning (Required)

4

User Experience and Interface Design (Required)

4

Option A: Computer Architecture (Required Elective); Computer Design: Processor Architectures, Digital Design using HDLs*

4

Option B: Operating Systems (Required Elective); Real Time and Unix Operating Systems

4

Software Engineering Processes (Required)

6

Platform Strategy (Optional)

2

Matrices and Linear Transformations (Required)

12

Physic II (Optional)

12

Undergraduate R & D project
AI for Society I (Required)

9

Presentation and Storytelling (Optional)

8

Logic-based Models (Required)

2

Competencies

Credits

Transformer Network (Required)

4

AI Applications (Required Elective); 1 of
Recommendation Systems,
Natural Language Processing (NLP), Autonomous Agents, or
Computer Vision

4

Planning and Search Strategies (Required)

4

User Interface Design and Evaluation (Optional)

6

Cyber Physical Systems (Required)

4

Security Challenges in Modern AI Systems (Required)

4

Data Privacy, Security and Integrity (Required)

4

Building Effective Teams to drive Innovation (Required)

2

Science (Optional);
Fundamental of Chemistry, or
Fundamental of Biology

12

Arts, humanities, and social sciences; 1 of Sociology and Cultural Anthropology,
Social Psychology,
Political Studies,
Human Geography,
Global Histories,
History of Visual Arts,
History of Music, or
Economics

9

Undergraduate R & D project
AI for Society II (Required)

9

Probability-based Models (Optional)

4

Data Domains | Time/Frequency Domain (Optional)

4

Competencies

Credits

Programming (Required Elective); 1 of
Object Oriented Programming,
Functional Programming, or
Dataflow Programming

4

Accessibility and Universal Design (Required)

4

Ethical Principles for AI (Fairness, Accountability, Transparency, Ethics) (Required)

4

Cloud Computing (Required)

4

Securing System Infrastructure (Required)

6

Strategic Innovation Development (Required)

4

12

Undergraduate R & D project
AI Deep Tech Research I (Required)

9

Data Mining (Optional); 1 of
Information Retrieval and Extraction,
Search and Indexing, or
Proximity Measurement and Cluster Analysis

4

Arts, humanities, and social sciences; 1 of Sociology and Cultural Anthropology,
Social Psychology,
Political Studies,
Human Geography,
Global Histories,
History of Visual Arts,
History of Music, or
Economics

9

Creating Secure Software (Required)

4

Competencies

Credits

Human Psychology for User Interface Design (Optional)

4

Parallel Computing (Required)

4

Scalable System (Optional); 1 of
Web Architecture,
Storage and File Systems Fundamentals, or
Networks

4

Robustness of AI Components and Systems (Required)

6

Creating Explainable AI (Required)

4

Arts, humanities, and social sciences; 1 of Sociology and Cultural Anthropology,
Social Psychology,
Political Studies,
Human Geography,
Global Histories,
History of Visual Arts,
History of Music, or
Economics

9

Quantum Physics (Optional)

12

Undergraduate R & D project
AI Deep Tech Research II (Required)

9

Programming Essentials (Optional)

4

Analytical Thinking and Problem Solving (Optional)

8

Competencies

Credits

Human-Centered Design electives (Optional);
Immersive Environments (AR/VR/MR/XR), or User Interface Development & Evaluation

6

Designing and Implementing Data Bases (optional)

6

Software development and maintenance (Optional);
Software Testing, or
Software System Design

4

Cybersecurity Elective (Optional);
Data Acquisition, Preparation, Transformation and Cleaning,
Data Reduction and Compression,
Data Governance,
Security Policy and Processes, or
Distributed Ledger and Blockchain

4

Business Strategy (Optional)

2

Arts, humanities, and social sciences; 1 of Sociology and Cultural Anthropology,
Social Psychology,
Political Studies,
Human Geography,
Global Histories,
History of Visual Arts,
History of Music, or
Economics

9

Research and Technical Writing (Optional)

8

Intellectual Property (Optional)

2

Competencies

Credits

Interaction Design and Experience Design (Optional)

12

Big Data electives (Optional);
Big Data Computing, or
Distributed Data Storage

4

Entrepreneurial Finance (Optional)

4

Science/ Mathematics

12

Arts, humanities, and social sciences; 1 of Sociology and Cultural Anthropology,
Social Psychology,
Political Studies,
Human Geography,
Global Histories,
History of Visual Arts,
History of Music, or
Economics

9

Creative Writing

8

Computer System electives (Optional); Scalable Management of Data and Models, or Scalable Algorithms and Infrastructure

4