Company and Workforce Transformation - Data Analytics

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Overview

Course Date:

TBA

Registration Period:

TBA

Duration/Frequency:

100 hours

Mode of Training:

Facilitated Learning (F2F), Supervised Field Training and Project Work

Course Objective

This course:

Enables participants to apply knowledge in a step-by-step process, required for handling analytics projects.
Equips participants with necessary skills in Microsoft Excel for data wrangling, data cleaning, transformation and conditioning.
Facilitates participants to use an appropriate data analytics tool, like KNIME, for implementation of data modelling and machine learning techniques to perform analysis and inference based on modelling outcomes.
Enables participants to interpret results, establish process insights and make critical decisions

More Information

Unlike the usual short courses where participants learn skills and concepts from the course, the proposed project-focused course seeks to offer project-solution training complemented with classroom training in data wrangling, analytics and modelling techniques. Participants will be guided to establish a suitably scoped data analytics project and will also be guided on undertaking solution steps, in the project. The training will provide a step by step exposure on applying the Microsoft Excel & KNIME related skills and concepts to realise successful analytics of the data studied.

Singapore Polytechnic has partnered with AI Singapore to offer two programmes under the AI Data Apprenticeship Programme (AIDP), with the aim of enhancing data curation for AI solutions. This “Company and Workforce Transformation – Data Analytics” course is one of two programmes under the AIDP.

Course Fee

For more information on course fee / or to apply, click on the “Register” button.

Applicants/Eligibility	SkillsFuture Funding	GST*	Subsidised Fee (after GST)
Singapore Citizens aged 40 and above¹	$5,400.00	$162.00	$762.00
Singapore Citizens aged below 40	$4,200.00	$162.00	$1,962.00
Singapore Permanent Residents and LTVP+ Holders	$4,200.00	$162.00	$1,962.00
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders²	$5,400.00	$162.00	$762.00
Others (Full fees payable)	$0.00	$540.00	$6,540.00

Overview

Course Date:

Registration Period:

Duration/Frequency:

Mode of Training:

Course Objective

More Information

Course Fee

Data Analytics Project Scoping

Specialist Diploma in Data Science (Data Analytics)

Company and Workforce Transformation - Data Discovery (Classroom & Synchronous learning)

Company and Workforce Transformation - Data Visualisation