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NUS新加坡国立大学商业分析专业申请攻略(本科)

Core Modules

Introduction to Business Analytics

Programming Methodology

Ethics in Computing

Matrix Algebra, or MA2001 Linear Algebra I2

Calculus for Computing, or MA2002 Calculus2

Econometrics Modeling for Business Analytics

Data Management and Visualisation

Optimization Methods in Business Analytics

Business Concepts and Metrics for Analytics

Programming Methodology I

Data Structures and Algorithms

Business and Technical Communication

Probability and Statistics

BT3102 Computational Methods for Business Analytics

BT3103 Application Systems Development for Business Analytics

IS3103 Information Systems Leadership and Communication

BT4103 Business Analytics Capstone Project

Programme Electives (PE)

Choose 6 modules to make up 24 MCs from Lists A, B and C, with at least 2 modules each from Lists A and B. 5 of 6 modules must be at level-4000. 

List A (Business Applications):

DBA3712 Dynamic Pricing and Revenue Management

IE3120 Manufacturing Logistics

IS3240 Digital Platform Strategy and Architecture

BT4013 Analytics for Capital Market Trading and Investment

BT4016 Risk Analytics for Financial Services

BT4211 Data-Driven Marketing

BT4212 Search Engine Optimization and Analytics

DBA4811 Analytical Tools for Consulting

IS4241 Social Media Network Analysis

IS4250 IT-enabled Healthcare Solutioning

MKT4812 Marketing Analytics

List B (Analytics Methods):

BT3017 Feature Engineering for Machine Learning

IE2110 Operations Research I 5, or DBA3701 Introduction to Optimisation

CS3244 Machine Learning

DBA3803 Predictive Analytics in Business

BSE4711 Econometrics for Business II

BT4012 Fraud Analytics

BT4015 Geospatial Analytics

BT4221 Big Data Techniques and Technologies

BT4222 Mining Web Data for Business Insights

BT4240 Machine Learning for Predictive Data Analytics

IS3107 Data Engineering

IS4241 Social Media Network Analysis

IE4210 Operations Research II

ST3131 Regression Analysis 6

ST4245 Statistical Methods for Finance

List C (Technology Implementation):

IS3221 ERP Systems with Analytics Solutions

IS3261 Mobile Solutions Design and Development

BT4014 Analytics Driven Design of Adaptive Systems

IS4228 Information Technologies in Financial Services

IS4302 Blockchain and Distributed Ledger Technologies

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