Machine Learning



Overview

School SCHOOL OF COMPUTING
Department SOC-STMI
Code COM-ML
Funding Type SSG Funded
Stackable To An Academic Qualification? Not applicable
Name of Full Academic Qualification Not Applicable
Category Computing & Tech Services
Course Type SHORT COURSE
Can be done on AUDIT basis? No



Objectives

Algorithms: - Classification; - Clustering; - Regression and Neural Networks; Tools: - Short Survey of Machine Learning Language: Python and R; - Neural Networks Implemented With Google Tensorflow; Deep Learning Use Case: 1. Voice and Sound Recognition; 2. Language Detection; 3. Image Detection; 4. Time Series; 5. Video Detection; Development Environment: - Datalab; - Google Cloud Shell.




Outline

• Creating customer segments; • Machine Learning ROI; • Parametric/non-parametric algorithms; • Support vector machines; • Identifying intelligent infrastructures; • Actionable Intelligence with ML; • ML Program implications and executability; • Machine Learning workflow;




Who Should Attend

- Analysts; - Engineers




Entry Requirements

Diploma




Class Schedule

5 days: To be confirmed




Lecture Sessions

AM/PM




Lesson Delivery

Facilitated Learning - 40 hours




Calendar

Please click here



Full Fees (before GST)

S$3000.00




Fees and Fundings

International Participant Singapore Citizen 39 years old or younger Singapore Citizen 40 years or older eligible for MCES Singapore Citizen eligible for WTS Singaporean PRs Enhanced Training Support for SMEs
Full Programme Fee S$3000.00 S$3000.00 S$3000.00 S$3000.00 S$3000.00 S$3000.00
SkillsFuture Funding Eligible for Claim Period (19 Oct 2017 to 30 Sep 2020) - (S$2100.00) (S$2100.00) (S$2100.00) (S$2100.00) (S$2100.00)
Nett Programme Fee S$3000.00 S$900.00 S$900.00 S$900.00 S$900.00 S$900.00
7% GST on Nett Programme Fee S$210.00 S$63.00 S$63.00 S$63.00 S$63.00 S$63.00
Total Nett Programme Fee Payable, Incl. GST S$3210.00 S$963.00 S$963.00 S$963.00 S$963.00 S$963.00
Less Additional Funding if Eligible Under Various Scheme - - (S$600.00) (S$750.00) - (S$600.00)
Total Nett Programme Fee, Incl. GST, after additional funding from the various funding schemes S$3210.00 S$963.00 S$363.00 S$213.00 S$963.00 S$363.00



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