Minor / Specialization in Data Science and Analytics
This minor/specialization program provides the principles and builds skills in the science of why and how we use data. Topics include, but are not limited to, the development and application of analytical models and methods to acquire important insights from data, complex systems and its behavior, optimal non-trivial decision making, and techniques in performing computation simulations in various areas of business and sciences where actual experiments are either impractical or impossible.
MINOR IN DATA SCIENCE AND ANALYTICS
SPECIALIZATION IN DATA SCIENCE AND ANALYTICS
Eligibility
Requirement
All undergraduate students of the Loyola Schools except BS CS and BS MIS students
BS CS and BS MIS students
Admission
Requirements
An average of C in Math courses already taken by the student
MATH 60.2: Introduction to Statistical Analysis (or equivalent Statistics course)
CSCI 21 / MSYS 21: Introduction to Programming I
Minimum
Grade
Requirement
An average of C for courses leading to the Minor
An average of C for courses leading to the Specialization
Program
Curriculum
CSCI 25: Introduction to Programming and Databases
CSCI 112: Contemporary Databases
CSCI 113i: Business Intelligence
DSA Elective 1
DSA Elective 2
CSCI 112: Contemporary Databases
CSCI 113i: Business Intelligence
DSA Elective 1
DSA Elective 2
DSA Elective 3
DSA Electives
CSCI 111
Introduction To Artificial Intelligence
CSCI 114
Pattern Recognition
CSCI 115
Computer Simulation And Modelling
CSCI 117
Data Visualization
CSCI 161.03
Introduction To Social Computing
MSYS 121i
Applied Digital Law And Ethics
Minor / Specialization in Enterprise Systems
This minor/specialization program builds on the information systems development concepts and skills. It emphasizes the design, development, and maintenance of large-scale integrated systems used by large and globally-oriented enterprises.
MINOR IN ENTERPRISE SYSTEMS
SPECIALIZATION IN ENTERPRISE SYSTEMS
Eligibility
Requirement
All undergraduate students of the Loyola Schools except BS CS and BS MIS students
BS CS and BS MIS students
Admission
Requirements
An average of C in Math courses already taken by the student
CSCI 21 / MSYS 21: Introduction to Programming I
Minimum
Grade
Requirement
An average of C for courses leading to the Minor
An average of C for courses leading to the Specialization
Program
Curriculum
CSCI 25: Introduction to Programming and Databases
MSYS 111: Business Process Management
MSYS 112: Enterprise Systems Planning
CSCI 180.05: Enterprise Systems Programming
ES Elective 1
MSYS 111: Business Process Management
MSYS 112: Enterprise Systems Planning
CSCI 180.05: Enterprise Systems Programming
ES Elective 1
ES Elective 2
ES Electives
MSYS 121i
Applied Digital Law And Ethics
MSYS 180.03
Special Topics In Enterprise Architecture: Cloud Computing
CSCI 151
Web Programming
CSCI 181.03
Special Topics In Software Engineering: iOS Development
CSCI 181.04
Special Topics In Software Engineering: Android Development
CSCI 161.03
Introduction To Social Computing
CSCI 184.03
Special Topics In Networks And Security: Cryptography And Network Security
CSCI 184.05
Special Topics In Networks And Security: Network Security And Hacking Countermeasures
Minor / Specialization in Interactive Multimedia
This minor/specialization program focuses specifically on the development of games and simulations, while developing skills that are transferable to other highly interactive applications.
MINOR IN INTERACTIVE MULTIMEDIA
SPECIALIZATION IN INTERACTIVE MULTIMEDIA
Eligibility
Requirement
All undergraduate students of the Loyola Schools except BS CS and BS MIS students
BS CS and BS MIS students
Admission
Requirements
An average of C in Math courses already taken by the student
CSCI 21 / MSYS 21: Introduction to Programming I
Minimum
Grade
Requirement
An average of C for courses leading to the Minor
An average of C for courses leading to the Specialization
Program
Curriculum
CSCI 21: Introduction to Programming I
GDEV 20i: Introduction to the Design and Development of Computer Games
GDEV 21i : An Interdisciplinary Introduction to Games and Game Design I
GDEV 41: PC and Console Game Development I
GDEV 42: PC and Console Game Development II
GDEV 20i: Introduction to the Design and Development of Computer Games
GDEV 21i : An Interdisciplinary Introduction to Games and Game Design I
GDEV 41: PC and Console Game Development I
GDEV 42: PC and Console Game Development II
IM Elective
IM Electives
CSCI 133
3D Animation And Modeling
CSCI 134
Interactive Digital Multimedia Technology
CSCI 134.1i
Interactive Sound Art And Installation
CSCI 142i
Human Computer Interaction
CSCI 151
Web Programming
CSCI 181.04
Special Topics In Software Engineering: Android Development
GDEV 50i
Game Studies
Department of Information Systems and Computer Science
Room F208, 2/F Faura Hall
Ateneo de Manila University Loyola Heights campus
Katipunan Avenue, Loyola Heights
1108 Quezon City
Philippines
