AI & Cybersecurity

DATA SCIENCE (PCiDS)

The program equips students with the essential skills and knowledge to enter the rapidly growing fields of Data Science, statistical analysis, data visualization, artificial intelligence, and data integration in cybersecurity. The curriculum is structured into four levels, from foundational to advanced:

• Foundation Level – 20hours

Introduction to AI, Data Science, personal data protection, basic ETL, and fundamental machine learning.

• Intermediate Level – 20hours

Graph theory, applications in cybersecurity, and hands-on practice with NetworkX.

• Advanced Level – 40 hours

Data visualization, cybersecurity data integration, and advanced statistical analysis (Markov models, Bayesian methods, Chi-square).

• PCIDS™ Qualifying and Certification Rounds – 90 hours

Capstone project (Graduation project)

This is the final stage of the PCiDS™ certification assessment process, where projects are evaluated by a panel of experienced experts to ensure academic standards and practical relevance. Learners complete a comprehensive cybersecurity project covering machine learning, graph theory, data processing, reporting, pipelines, AI deployment, and interactive dashboards.

CYBERSECURITY

The program content provides students with a solid foundation of knowledge ranging from basic to advanced cybersecurity, along with practical experience in analyzing, organizing, and detecting anomalies in network systems, as well as techniques for building AI-powered automated security systems. The program is structured into four levels:

• Foundation Level – 20 hours

Basic knowledge of cybersecurity, ethical hacking, network scanning, anomaly detection using AI, and basic SOC practice.

• Intermediate Level – 20 hours

Vulnerability analysis, system attacks, malware, sniffing, social engineering, AI-based phishing/malware detection, and advanced SOC practice.

• Advanced Level – 20 hours

Penetration testing, DoS/DDoS, session hijacking, né tránh IDS/tường lửa, tấn công web/app, tự động hóa kiểm thử bằng AI.

• Expert Level – 20 hours

Advanced security topics (SQL injection, wireless networks, mobile platforms, IoT/OT, cryptography) and advanced AI applications in threat detection and response.