Find a Course

Clear All
COURSES BY DURATION
Select All
1 week
1 month
6 months
1 year
1.5 years
2 years
COURSES BY START DATE
COURSES BY PROGRAMMES
Select All
Diploma
Post-Diploma
Work-Study Programme
Workforce Skills Qualification
Short Course
Online Course
Travel and Learn
COURSES BY SKILLS
Data Analytics
Select All
Automation & Robotics
Business Management
Business Development & Marketing
Community Care & Development
Compliance
Creative
Cybersecurity
Data Analytics
Design & Systems Thinking
Digital
Engineering
Healthcare
Life Sciences
Management
Research & Innovation
Transdisciplinary
Workplace Safety & Health
Other Professional Skills and Lifestyle
COURSES BY SCHOOLS
Select All
School of Business & Accountancy
School of Design & Environment
School of Engineering
School of Film & Media Studies
School of Health Sciences
School of Humanities & Social Sciences
School of InfoComm Technology
School of Interdisciplinary Studies
School of Life Sciences & Chemical Technology
CET
The Sandbox
Ngee Ann Poly
Ngee Ann Poly and Partner(s)
COURSES BY FEES RANGE
Select All
$0 to $100
$100 to $200
$200 to $300
$300 to $400
$400 to $500
$500 to $600
$600 to $700
$700 to $800
$800 to $900
$900 to $1000
Clear All
30 course(s) found
Unsupervised Machine Learning
TBC
DISCOVER INSIGHTS IN UNLABELED DATA Reduce the complexity of variables in a dataset through dimensionality reduction techniquesDesign and apply unsuper...
Eligible for SkillsFuture Credit Data Analytics
Introduction to Deep Learning
TBC
NEURAL NETWORKS FUNDAMENTALS Understand how Artificial Neural Networks and Multi-layer Neural Networks worksUnderstand how deep learning models are use...
Eligible for SkillsFuture Credit Data Analytics
Introduction to Machine Learning
TBC
FUNDAMENTALS OF MACHINE LEARNING Understand how to frame a problem statement from a data perspectiveUnderstand the various types of machine learning te...
Eligible for SkillsFuture Credit Data Analytics
Data Wrangling
TBC
DATA PREPARATION WITH PYTHON How to import data from various sources such as flat files, excel files, json.Use SQL to navigate and extract data stored ...
Data Analytics
Statistical Analysis
TBC
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data setUnderstand SamplingA...
Eligible for SkillsFuture Credit Data Analytics
Driving Trade & Business with Data Analytics
TBC
(under the Wholesale Trade Industry Digital Plan) ...
Eligible for SkillsFuture Credit
Powering with Analytics
TBC
Interested in data analytics but felt it was too daunting to learn? Or you simply can’t spare the time to go for training? Fret no longer, as you ca...
Professions
Data Wrangling
TBC
DATA PREPARATION WITH PYTHON How to import data from various sources such as flat files, excel files, json.Use SQL to navigate and extract data stored ...
Data Analytics
Programming in Python I
TBC
Understand and programming syntax of PythonWrite python programs to solve simple problemsOrganize python programs into functions for better code reusabili...
Data Analytics
Programming in Python II
TBC
DATA MANIPULATION WITH PYTHON Write and apply nested functions, anonymous functions and recursive functionsUse NUMPY to carry out simple mathematical a...
Data Analytics
Analytics for Wholesale Trade with Power BI
TBC
Wholesale trade businesses today generate tremendous amount of data.Data analytics helps businesses to optimize their performance and make better decision...
Data Analytics
Unsupervised Machine Learning
TBC
DISCOVER INSIGHTS IN UNLABELED DATA Reduce the complexity of variables in a dataset through dimensionality reduction techniquesDesign and apply unsuper...
Eligible for SkillsFuture Credit Data Analytics
Data Exploration
TBC
MAKING SENSE OF DATA Create various charts to explore categorical dataCreate various graphs and distributions to explore numerical dataFind and underst...
Eligible for SkillsFuture Credit Data Analytics
Data Storytelling
TBC
BRINGING TOGETHER DATA, VISUALS AND NARRATIVE Understand the various types of story structuresIdentify and apply a suitable narrative structure for the...
Eligible for SkillsFuture Credit Data Analytics
Data Visualisation I
TBC
DATA PREPARATION WITH PYTHON Use a tool to visually explore a dataset: import, sort, drill, filter etcUnderstand basic principles of data visualisation...
Eligible for SkillsFuture Credit Data Analytics
Statistical Analysis
TBC
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data setUnderstand SamplingA...
Eligible for SkillsFuture Credit Data Analytics
Introduction to Machine Learning
TBC
FUNDAMENTALS OF MACHINE LEARNING Understand how to frame a problem statement from a data perspectiveUnderstand the various types of machine learning te...
Eligible for SkillsFuture Credit Data Analytics
Introduction to Deep Learning
TBC
NEURAL NETWORKS FUNDAMENTALS Understand how Artificial Neural Networks and Multi-layer Neural Networks worksUnderstand how deep learning models are use...
Eligible for SkillsFuture Credit Data Analytics
Introduction to Reinforcement Learning
TBC
REINFORCEMENT LEARNING FUNDAMENTALS Frame Reinforcement Learning (RL) problemsUnderstand how RL worksEvaluate and select the most appropriate RL techni...
Eligible for SkillsFuture Credit Data Analytics
Data Visualisation II
TBC
EXPLORING DATA WITH INTERACTIVE DATA VISUALISATION Understand basic principles of data visualisationIdentify and select appropriate graphs to visualise...
Eligible for SkillsFuture Credit Data Analytics
Supervised Machine Learning
TBC
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive modelsDevelop and apply the various regression...
Eligible for SkillsFuture Credit
Analytics for Enterprises
22 Mar 2021
9 am
Use data-driven analysis and prediction as part of your decision-making process for better business outcomes. ...
Business Management Business Development & Marketing Data Analytics
Driving Trade & Business with Data Analytics
TBC
(under the Wholesale Trade Industry Digital Plan) ...
Eligible for SkillsFuture Credit
Data Processes and Visualisation
TBC
Visualise your data for clearer insights! Register Interest ...
Data Analytics Data Visualisation