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[NP-CTDSB-FSAS] (SCTP) [Data Science Bootcamp] (Classroom, Synchronous & Asynchronous e-learning) (Full-Time) (TA-eligible)

Offered by School of Humanities and Interdisciplinary Studies

Certifiable Courses

About Course
Course Structure
Entry Requirements
Financial Matters
Register Interest
Area of interest
Data Analytics, Technology

About Course

Course Objectives

By the end of the course, participants will be able to:
o   Perform data preparation, manipulation and wrangling with the R programming language
o   Understand the statistics used to analyse data
o   Create insightful data visualisations using R and Tableau
o   Apply machine learning algorithms for predictive analysis, validate models and tune metrices to evaluate models
o   Apply the design thinking mindset for data science projects
o   Build data science projects supported by strategies for decision intelligence

Course Description

This course aims to provide full capability with emphasis on employability in Data Science field.

Trainer's Profile

Zhang Ziwei

Zhang Ziwei’s domain of expertise lies in Marine Naval Architecture and Data Analytics.

Ziwei presently serves as a trainer at Ngee Ann Polytechnic within the School of Engineering's Mechanical Engineering Division, specializing in Marine & Offshore courses. Her teaching primarily revolves around software applications, including AutoCAD, NAPA, AVEVA, SM3D, MOSES, and CADMATIC. Additionally, Ziwei is involved in Data Analytic projects, focusing on Tableau Dashboards, and also plays a key role in teaching the Personalized Learning Pathway at Ngee Ann Polytechnic, which includes a minor in Data Analytics utilizing Tableau and Python

Course Structure

TPG course reference No.

TGS-2022012590

(SCTP) [Data Science Bootcamp] (Classroom, Synchronous & Asynchronous e-learning) (Full-Time) (TA-eligible)
(SCTP) [Data Science Bootcamp] (Classroom, Synchronous & Asynchronous e-learning) (NP-CTDSB-FSAS)
Data Science Bootcamp equips participants with the knowledge and skills of data science, using R as the core programming language so that they can harness the predictive power of data to solve interesting problems. Through the Bootcamp, participants will also be equipped with Tableau, and acquire a design thinking mindset to achieve decision intelligence.

Entry Requirements

Condition 1

Highest qualification

Polytechnic Diploma; Polytechnic diploma (NP)
or

Highest qualification

Polytechnic Diploma; Polytechnic diploma (TP)
or

Highest qualification

Polytechnic Diploma; Polytechnic diploma (SP)
or

Highest qualification

Polytechnic Diploma; Polytechnic diploma (NYP)
or

Highest qualification

Polytechnic Diploma; Polytechnic diploma (RP)
or

Highest qualification

Bachelor's Or Equivalent
and

Condition 2

Working experience

Full-time; Information Technology & Other Information Services; Duration: 1 year

Financial matters

Course fees payable (incl. GST & excl. supplementary fee)

Description (SCTP) [Data Science Bootcamp] (Classroom, Synchronous & Asynchronous e-learning) (Full-Time) (TA-eligible) Total course fee
Full Course fee $19,620.00 $19,620.00
Additional course fee funding support $1,386.00 $1,386.00
SkillsFuture Mid-Career Enhanced Subsidy $2,286.00 $2,286.00
SkillsFuture Baseline Funding for Singapore Citizen aged below 40 $5,886.00 $5,886.00
SkillsFuture Baseline Funding for SPR $5,886.00 $5,886.00

GST rate

The course fees payable above are inclusive of 9% GST rate.

Payment option

The first payment needs to be made after accepting the offer.

Allowed payment by

The course fee allows to be paid by:
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).

Refund and withdrawal policy

  • Please note that a 100% refund will be available if the withdrawal request is submitted more than or equal to 14 days before the course start date.
  • Please note that a 50% refund will be available if the withdrawal request is submitted less than 14 days before the course start date.
  • Please note that no refund will be available if the withdrawal request is submitted on or after the course start date.

Remarks

Government funding for SCTP only applies to all Singaporeans and Singapore Permanent Residents aged 21 years old and above, for more information please visit:
https://www.skillsfuture.gov.sg/careertransition

SkillsFuture Credit (SFC) can only be used to cover:
(i) Course fees payable;
(ii) Assessment fees which are part of the course;
(iii) Certification fees which are part of the course; and
(iv) GST imposed on components supported for SFC use.

Penalty charges apply if you:
(i) are absent/no-show;
(ii) withdraw from a course within 14 days of the course start date;
(iii) fail to meet terms and conditions for funding eligibility.

SFC cannot be used to offset penalty charges imposed by Ngee Ann Polytechnic.