Applied Data Mining

Faculty of Science (FOS)

Register Now
7K+ Views

Objectives

Data mining is an interdisciplinary science to discover useful structure, to extract information from large data sets, and to make predictions. This module will focus on the most recent but well accepted methods, especially those in investigating big and complicated data, including Lasso regression, nonparametric smoothing, Neural Networks and machine learning. This module is targeted at learners who are interested in handling large and complicated data sets.



Who Should Attend

· Statistician · Biostatistician · Data Scientist · Data Analyst · Market Researcher · Quantitative Analyst · Actuary · Business Analyst · Finance Analyst · Epidemiologist · Digital Strategy Consultant




Entry Requirements

B.Sc(Hons) in Statistics or related fields . For learners without honours degree, B.Sc in Statistics or related fields with working knowledge of Statistics is required.




Class Schedule

FRIDAY 7:00 PM TO 10:00 PM




Lesson Delivery

a) Facilitated Learning: 52 hours b) Assessment: 2 hours




Full Fees (before GST)

S$5400.00




Nett Fees payable after SkillsFuture Funding

International Participant Singapore Citizen 39 years old or younger Singapore Citizen 40 years or older eligible for MCES Singaporean PRs Enhanced Training Support for SMEs
Full Programme Fee S$5400.00 S$5400.00 S$5400.00 S$5400.00 S$5400.00
SkillsFuture Funding Eligible for Claim Period (19 Oct 2017 to 31 Mar 2021) - (S$3780.00) (S$3780.00) (S$3780.00) (S$3780.00)
Nett Programme Fee S$5400.00 S$1620.00 S$1620.00 S$1620.00 S$1620.00
7% GST on Nett Programme Fee S$378.00 S$113.40 S$113.40 S$113.40 S$113.40
Total Nett Programme Fee Payable, Incl. GST S$5778.00 S$1733.40 S$1733.40 S$1733.40 S$1733.40
Less Additional Funding if Eligible Under Various Scheme - - (S$1080.00) - (S$1080.00)
Total Nett Programme Fee, Incl. GST, after additional funding from the various funding schemes S$5778.00 S$1733.40 S$653.40 S$1733.40 S$653.40




Code
ST5227

Funding Type
SkillsFuture SG

Type
Modular Course

Stackable
Yes, 1. MSC I4.0, 2. MSc (Data Science and Machine Learning)

Audit/Graded
Graded only

Area of Interest
Data Analysis