필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Cell Biology

• Human Anatomy

• Human Physiology

• Impact of Microbes on Human Life

• Principles of Genetics

• Introduction to Organic Chemistry

• English for Life Sciences

• Communication Skills

• Basic Biostatistics

• Clinical Chemistry

• Ethics in Healthcare Science

• Histology and Histopathology Techniques

Year 2

• Social and Professional Responsibilities

• Community Service

• Research & Publications

• Biochemistry

• Human Molecular Genetics

• Medical Microbiology

• Pathology

• Medical Entomology

• Medical Statistics and Epidemiology

• Histology & Cytology Practice 

Year 3

• Immunology

• Neurobiology

• Research Project

• Internship

• Current Topics in Biomedical Sciences

• Haematology & Transfusion Science

• Clinical Biochemisty Practice

• Parasitology & Virology

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

Elective 1

• Bioinformatics

Elective 2

• Molecular Diagnostics

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Cell Biology

• Human Anatomy

• Human Physiology

• Impact of Microbes on Human Life

• Principles of Genetics

• Introduction to Organic Chemistry

• English for Life Sciences

• Communication Skills

• Basic Biostatistics

• Introduction to Medical Biotechnology

Year 2

• Social and Professional Responsibilities

• Community Service

• Research & Publications

• Biochemistry

• Human Molecular Genetics

• Bioinformatics

• Medical Microbiology

• Molecular Biology

• Medical Biotechnology

• Cell & Tissue Culture

• Instrumental Analysis

Year 3

• Immunology

• Neurobiology

• Research Project

• Internship

• Health and Safety in Laboratory Management

• Molecular Diagnostics 

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

Electives (choose 1)

• Biodiversity

• Current Topics in Biomedical Sciences

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Cell Biology 

• Human Anatomy

• Human Physiology

• Impact of Microbes on Human Life

• Principles of Genetics

• Introduction to Organic Chemistry

• English for Life Sciences

• Communication Skills

• Introduction to Psychology

• Research Methods in Psychology

Year 2

• Social and Professional Responsibilities

• Community Service

• Research & Publications

• Biochemistry

• Abnormal Psychology

• Biological Psychology

• Cognitive Psychology

• Sensation & Perception

Year 3

• Immunology

• Neurobiology

• Research Project

• Internship

• Health and Safety in Laboratory Management

• Biodiversity

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Introduction to Psychology

• Research Methods in Psychology I

• Human Physiology

• English for Psychology

• Law and Society

• Principles of Marketing

• Communication Skills

Year 2

• Abnormal Psychology

• Psychological Testing

• Cross-Cultural Psychology

• Biological Psychology

• Developmental Psychology

• Cognitive Psychology

• Sensation and Perception

• Social Psychology

• Motivation and Emotion

• Research Methods in Psychology II

• Social & Professional Responsibilities

Year 3

• Internship

• History of Psychology

• Research Project

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Service

Electives (choose 6)

• Behaviour Modification

• Learning Disabilities

• Psychology Seminar

• Human Neuropsychology

• Applied Developmental Psychology

• Educational Psychology

• Community Mental Health

• Counselling Psychology

• Organisational Psychology

• Personality Psychology

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Advanced Calculus

• Calculus

• Elementary Statistics

• English for Mathematical Sciences

• Fundamentals of Big Data and Knowledge Discovery

• Introduction to Operations Research

• Introduction to Probability

• Linear Algebra & Applications

• Programming Principles

Year 2

• Communication Skills

• Community Project

• Computer-Intensive Statistical Methods

• Design of Experiments

• Mathematical Methods

• Mathematical Statistics I

• Mathematical Statistics II

• Quality Control and Survey Sampling

• Regression Analysis

• Stochastic Processes

Year 3

• Big Data Technologies 

• Internship

• Machine Learning Techniques for Data Mining

• Multivariate Analysis

• Social and Professional Responsibilities

• Time Series & Forecasting

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

Electives (choose 4)

Track 1: Healthcare analytics 

• Biostatistics 

• Bayesian Forecasting 

• Survival Analysis 

Track 2: Quantitative Finance and Investment analytics

• Financial Mathematics / Statistics 

• Econometrics / Financial Econometrics 

Track 3: Logistic and Supply Chain analytics

• Logistics and Risk Management 

• Operation Research 

Track 4: Sports, Leisure and Entertainment analytics

• Advanced Data Analytics 

• Operation Research

General Electives:

• Simulation and Credibility Theory

• Risk Theory

• Research Project

• Categorical Data Analysis

• Applied Nonparametric Statistics

• Analysis of Panel Data

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (11과목 / 3선택)

Year 1

• Advanced Calculus

• Calculus

• English for Business

• Introduction to Probability

• Introductory Economics

• Linear Algebra & Applications

• Principles of Business Finance

• Principles of Financial Accounting

• Programming Principles

• Theory of Interest

Year 2

• Communication Skills

• Derivative Securities I

• Derivative Securities II

• Financial Management

• Introduction to Statistics

• Life Contingencies I

• Life Contingencies II

• Mathematical Methods

• Risk Theory

Year 3

• Community Project

• Internship

• Ratemaking & Loss Reserving for General Insurance

• Regression Analysis

• Simulation & Credibility Theory

• Social & Professional Responsibilities

• Survival Models

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

Electives (choose 3)

• Advanced Actuarial Mathematics and Finance

• Advanced Actuarial Statistics

• Design of Experiments 

• Discrete Mathematics

• Financial Risk Management

• Life Insurance & Takaful 

• Multivariate Analysis

• Research Project

• Risk-Based Capital Modelling for Non-life Insurers

• Stochastic Processes

• Time Series & Forecasting

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• English for the Tourism Service Industry

• Basic Culinary Operations

• Intermediate Culinary Operations

• Principles and Techniques of Baking and Pastry

• Food Safety and Sanitation

• Basic Restaurant Operations

• Beverage Studies

• Accounting for Decision Making

• Business of Tourism and Hospitality

• Principles of Marketing

Year 2

• Communication Skills

• Advanced Pastry

• Food and Nutrition

• Food and Beverage Management

• Cuisine and Culture of Malaysia

• Quality Management

• Branding and Promotions

• Sustainable Tourism Development

• MICE Management

• Advanced Culinary Techniques

• Research Methods for Hospitality

• Food Supply Chain Management

Year 3

• Managing People in the Hospitality Industry

• Small Business Venture

• Research Project

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation 

• Community Service

Electives (choose 1)

• Wine Studies

• Revenue and Profit Management

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• English for the Tourism Service Industry

• Conventions and Events Support Services

• Emerging Technology for Events

• MICE Management

• Business of Tourism and Hospitality

• Accounting for Decision Making

• Business Environment

• Principles of Marketing

Year 2

• Communication Skills

• Conventions and Events: Planning and Design

• Exhibitions Management

• Sustainable Tourism Development

• Business and Hospitality Law

• Branding and Promotions

• Publicity and Media Writing

• Food & Beverage Management

• Food and Nutrition

• Research Methods for Tourism and Hospitality

• Conventions and Events: Production and Operations

Year 3

• Strategic Management for Hospitality Business

• Corporate and Incentive Travel

• Festival and Hallmark Events

• Managing People in the Tourism and Hospitality Industry

• Small Business Venture

• Research Project

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation 

• Community Service

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• English for the Tourism Service Industry

• Basic Restaurant Operations

• Intermediate Restaurant Operations

• Beverage Studies

• Basic Culinary Operations

• Hotel Accommodation Operations

• Business of Tourism and Hospitality

• Accounting for Decision Making

• Business Environment

• Principles of Marketing 

Year 2

• Communication Skills

• Food and Beverage Management

• Hotel Accommodation Management

• MICE Management

• Sustainable Tourism Development

• Branding and Promotions

• Business and Hospitality Law

• Quality Management

• Food Supply Chain Management

• Research Methods for Hospitality

Year 3

• Managing People in the Hospitality Industry

• Revenue and Profit Management

• Strategic Management for Hospitality Business

• Research Project

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation 

• Community Service

Electives 1 (choose 1 in Year 2 or 3)

• Cuisine and Culture of Malaysia

• Festival and Hallmark Events

Electives 2 (choose 1 in Year 2 or 3)

• Wine Studies

• Small Business Venture

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Introduction to Filmmaking

• Film Studies

• Editing Techniques 1

• Scriptwriting

• World Cinema

• Filmmaking: Documentary

• Producing for Film

• Directing for Film

Year 2

• Asian Cinema

• Digital Cinematography

• Editing Techniques 2

• Filmmaking: Short Film

• Media Writing

• Principles of Media Practice

• Visual Culture

• Media and Cultural Studies

• Collaborative Projects

Year 3

• Sound for Film

• Research Project

• Arts and Society in Malaysia

• Creative Industries and Entrepreneurship

• Creative Project

• Electives

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Creative Thinking

• Drawing Techniques & Process

• History of Art & Design

• Introduction to Computer Graphics

• Digital Photography

• Design Thinking & Practice

• Introduction to Visual Communication

• Digital Storytelling

• Advanced Computer Graphics

• 2D & Animation Principles

Year 2

• Digital Illustration

• Web Design & Interactivity

• Packaging in Graphic Design

• Sustainable Design

• Design & Typography

• Design Enterprise

• Visual Communication & Graphic Design

• Motion Graphics Design

• Digital Publishing

Year 3

• Visual Culture & Technology

• Major Research Project

• Industry-Based Project

• Internship (3 months)

• Final Year Project

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

Electives (choose 1)

• Advanced Photography

• Ceramic Arts

• Digital Animation (3D)

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Instrument/Voice Lessons

• Large & Small Ensembles

• Music Theory & Musicianship

• Audio Recording & Production

• World Music

Year 2

• Instrument/Voice Lessons

• Large & Small Ensembles

• Music Theory & Musicianship

• Music History

• Composition & Improvisation

• Collaborative Projects

Year 3

• Research Project

• Music Pedagogy

• Arts and Society in Malaysia

• Creative Industries and Entrepreneurship

• Creative Project

• Electives

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Design Thinking & Practice

• Drawing Techniques & Process

• History of Architecture & Design

• Model Making

• Computer Aided Design 1

• Interior Architecture 1

• Building Materials & Construction 1

• Architectural Graphics 1

Year 2

• Interior Architecture 2

• Computer Aided Design 2

• Building Materials & Construction 2

• Building Services & Technology

• Architectural Graphics 2

• Colour, Materials & Finishes

• Interior Architecture 3

• History of South East Asian Architecture

Year 3

• Interior Architecture 4

• Lighting Design

• Furniture Design

• Design for Society

• Professional Practice

• Project Management

• Internship (Part 1)

Year 4

• Internship (Part 2)

• Final Year Project

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

• Introduction to Consumer Behaviour

Electives (choose 1)

• Introduction to Computer Graphics

• Principles of Advertising Design

• Digital Photography

• Design Enterprise

• Sustainable Design

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Music Theory and Musicianship

• Audio Recording and Production

• Applied Contemporary Musicianship

• Recording Studio Techniques

• World Music

Year 2

• Contemporary Music Composition and Arrangement

• Audio Post-production and Mastering

• Applied Contemporary Musicianship

• Applied Sound Design

• Studio Composition

• Malaysian Music

• Music History: Classical to 20th Century

• Collaborative Projects

Year 3

• Research Project

• Popular Music Studies

• Arts and Society in Malaysia

• Creative Industries and Entrepreneurship

• Creative Project

• Electives

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Principles of Advertising

• Creative Thinking

• Designing with Type

• Graphic Communication

• English for Academic and Professional Communication

• Conceptual Art Direction

• Media, Culture & Society

• Communication Theory and Practice

• Digital Photography

• Cultural Literacy

Year 2 & Year 3

• Entrepreneurship in the Arts

• Strategic Advertising Campaign

• Creative Copywriting

• Global Branding & Identity

• Media Planning

• Digital Media Literacy

• Law & Ethics in Communication

• Advanced Graphic Communication

• Research Methodology in Advertising

• Integrated Marketing Communication

• Advertising Design & Production

• Research Project in Advertising

• Final Year Project

• Industrial Training

• English Communication Skills

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

Discipline Electives (choose 2)

• Basic Narrative Analysis

• Celebrity Culture

• Corporate Identity Design

• Design Thinking & Practice

• Introduction to Packaging

Free Electives (choose 3)

• Advertising Through The Ages

• Global Media and Culture

• Understanding Social Media

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Principles of Mass Communication

• English for Academic and Professional Communication

• Organisational Communication

• Principles of Corporate Communication

• Media, Culture and Society

• Creative Thinking

• Communication Theory and Practice

• Graphic Communication

• Principles of Public Relations

• Cultural Literacy

Year 2

• Media Technology

• Law and Ethics in Communication

• English Communication Skills

• PR: Planning, Campaign & Evaluation

• Integrated Marketing Communication

• Global Branding and Identity

• Digital Media Literacy

• PR: Issues, Crises and Strategies

• Entrepreneurship in the Arts

Year 3

• Communication Research Methods

• Corporate Social Responsibility

• Research Project

• Internship

• Online Communities

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Service

• Sustainable Creativity

• Sustainable Development in Malaysia

Discipline Electives (choose 3)

• Celebrity Culture

• Basic Narrative Analysis

• Psychology in Communication

• Media Relations and Public Affairs

• Public Relations Writing

• Intercultural Communication

• Investor Relations

• Political Communication

• Events Management

Free Electives

• Advertising Through the Ages

• Global Media and Culture

• Understanding Social Media

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Engineering Mathematics 1

• Physical Chemistry

• Engineering Design Fundamentals

• Engineering Materials

• Communication Skills

• Engineering Mathematics 2

• Fluid Mechanics

• Organic Chemistry

• Chemical Process Calculations

• Design and Innovative Thinking

• Entrepreneurial Mindset and Skills

Year2

• Social and Professional Responsibilities

• Engineers in Society

• Engineering Mathematics 3

• Heat Transfer

• Mass Transfer & Separation Processes

• Chemical Engineering Thermodynamics

• Project Management & Entrepreneurship

• Engineering Mathematics 4

• Numerical Methods for Engineers

• Process Plant Design and Economics

• Chemical Engineering Lab 1

Year3

• Process Dynamics and Control

• Biochemical Engineering

• Chemical Reaction Engineering

• Chemical Process Safety

• Multiphase System

• Chemical Engineering Lab 2

• Design Project 1

• Pinch Analysis and Process Synthesis

• Advanced Transport Phenomena

• Reactor Design and Analysis

• Data Analytics for Chemical Engineers

Year4

• Design Project 2

• Final Year Project 1

• Final Year Project 2

• Industrial Training

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Service in Sustainability Development

Year 4 Electives (Depth)  (Choose all)

• Advanced Wastewater Engineering

• Advanced Process Control

• Advanced Electrochemical Engineering

• Advanced Biochemical Engineering

Year 4 Electives (Breadth) (Choose 2)

• Petroleum Refining and Gas Processing

• Nanomaterials and Nanotechnology

• Environment and Climate Change

• Carbon Capture and Storage

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Engineering Mathematics 1

• Engineering Physics

• Engineering Materials

• Programming for Engineers

• Electrical Circuits

• Entrepreneurial Mindset and Skills

• Engineering Mathematics 2

• Analogue Electronic Fundamentals

• Digital Electronic Fundamentals

• Instrumentation, Measurement, and Controls

• Communication Skills

Year2

• Sustainable Development in Malaysia

• Engineers in Society

• Engineering Mathematics 3

• Electronic Systems

• Microprocessor Systems

• Engineering Electromagnetics

• Signals and Systems

• Entrepreneurship

• Engineering Mathematics 4

• Artificial Intelligence

• Electrical Power Systems

• Control Systems

• Communication Systems

• Sustainable Engineering Design

• Project Management

Year3

• Engineering Electromagnetics

• Numerical Methods and Statistics

• Integrated Design Project 1

• Digital Signal Processing

• Electrical Machines

• Data Structures and Algorithms

• Computer Networks

• Integrated Design Project 2

• AI for Engineering Applications

• Digital Image and Video Processing

• Power Electronics and Drives

• Advanced Digital Design

Year4

• Industrial Training

• Final Year Project 1

• Networked Embedded Systems

• Advanced Computer Architecture

• Final Year Project 2

• Engineering Design for Industrial Revolution 4.0

• Wireless and Optical Communications

• Appreciation of Ethics and Civilisation

• Malay Language for Communication 2

• Community Service for Planetary Health

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Database Fundamentals

• Programming Principles

• Object-Oriented Programming Fundamentals

• Computer Mathematics

• Computer Organisation

• English for Computer Technology Studies

• Web Fundamentals

• Networking Principles

Year 2

• Network & System Administration

• Computer Networks

• Operating System Fundamentals

• Social & Professional Responsibilities

• Data Communications

• Network Security

• Communication Skills

• Field Electives I

Year 3

• Internship

• Probablity & Statistics

• Capstone Project 1 & 2

• Network Management

• Computer Ethical Hacking & Countermeasures (CEH)

• Advanced Computer Networks

• Field Electives II & III

• Computer Hacking Forensic Investigator (CHFI)

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

 Non-Computing Electives I (choose 1)

• Introduction to Statistics

• Principles and Practice of Management

Non-Computing Electives (choose 2)

• Principles of Entrepreneurship

• Principles of Marketing

• Introduction to Psychology

• Digital Economy

• Startup Foundry

Field Electives

Year 2

• Distributed Systems

• Computer Security

• Data Structures & Algorithms

Year 3

• Microwave Communication

• Multimedia Networking

• Advanced Network Security

• Advanced Topics in Computer Security

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Database Fundamentals

• Programming Principles

• Object-Oriented Programming Fundamentals

• Computer Mathematics

• Computer Organisation

• English for Computer Technology Studies

• Web Fundamentals

• Networking Principles

Year 2

• Data Structures & Algorithms

• Operating System Fundamentals

• Human-Computer Interaction

• Computer Networks

• Object-Oriented Programming

• Web Programming

• Communication Skills

• Social & Professional Responsibilities

• Computing Electives I & II

• Non-Computing Elective II

Year 3

• Computer Security

• Network Management

• Project Management

• Capstone Project 1 & 2

• Computing Electives III & IV

• Non-Computing Elective III

• Internship

• Malay Language for Communication 2

• Appreciation of Ethics and Civilisation

• Community Project

 Non-Computing Electives I (choose 1)

• Introduction to Statistics

• Principles and Practice of Management

Computing Electives

Year 2

• Data Communications

• Software Engineering

• Network & System Administration

• Mobile Application Development

• Database Management Systems

• Enterprise Application Development

Year 3

• Multimedia Networking

• Mobile Computing

• Network Security

• Advanced Computer Networks

• CRM Application Development

• Database Engineering

• Distributed Systems

• UI/UX Design & Development

• Customer Relationship Management

Non-Computing Electives

Year 2 and Year 3

• Introduction to Psychology

• Principles of Marketing

• Principles of Entrepreneurship

• Probability and Statistics

• Digital Economy

• Startup Foundry

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• Database Fundamentals

• Programming Principles

• Object-Oriented Programming Fundamentals

• Computer Mathematics

• Computer Organisation

• English for Computer Technology Studies

• Web Fundamentals

• Networking Principles

Year 2

• Data Structures and Algorithms

• Software Engineering

• Object-Oriented Programming

• Communication Skills

• Operating System Fundamentals

• Human Computer Interaction

• Social and Professional Responsibilities

• Requirement Engineering

• Computing Electives I & II

• Non-Computing Elective II

Year 3

• Software Processes

• Computer Security

• Software Architecture and Design Patterns

• Software Management

• Software Testing

• Software Evolution and Maintenance

• Internship

• Capstone Project 1 & 2

• Computing Elective III

• Non-Computing Elective III

ommunity Project

 Non-Computing Electives I (choose 1)

• Introduction to Statistics

• Principles and Practice of Management

Computing Electives

Year 2

• Database Management Systems

• Web Programming

• Mobile Application Development

• Computer Networks

Year 3

• Code Camp

• Artificial Intelligence

• Distributed Systems

• Database Engineering

Year 3

•  Software Architecture & Design Patterns

•  Computer Security

•  Computer Vision

•  Computational Intelligence

•  Programming Languages

• UI/UX Design and Development

• Database Engineering

Non-Computing Electives

Year 2 & 3

• Principles of Marketing

• Introduction to Psychology

• Principles of Entrepreneurship

• Digital Economy

• Startup Foundry

필수전공과목 (과목)

필수교양과목 (MPU 5과목)

선택교양과목 (9과목 / 3선택)

Year 1

• English for Computer Technology Studies

• Information Systems Concepts

• Programming Principles

• Introduction to Statistics

• Database Fundamentals

• Linear Algebra and Applications

• Networking Principles

• Data Mining and Knowledge Discovery Fundamentals

Year 2

• Analytics Engineering

• Database Management Systems

• Information Systems Analysis and Design

• Applied Statistics

• Social and Professional Responsibilities