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35 course(s) found
Driving Trade & Business with Enterprise Resource Planning
TBC
9 am
With the increasing use of technologies in businesses, there is a need for organisations, particularly SMEs, to streamline and integrate business processes across every function area such as sales and marketing, <More>
Eligible for Union Training Assistance Programme (UTAP)
Data Visualisation I (Synchronous e-Learning)
TBC
9 am
DATA PREPARATION WITH PYTHON Use a tool to visually explore a dataset: import, sort, drill, filter etcUnderstand basic principles of data visualisationIdentify and select appropriate graphs to visualise dataUse appropriate libraries to <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Data Visualisation II (Synchronous e-Learning)
TBC
EXPLORING DATA WITH INTERACTIVE DATA VISUALISATION Understand basic principles of data visualisationIdentify and select appropriate graphs to visualise dataAssemble a dashboard and customise graphs and plotsUse appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Data Analytics Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Supervised Machine Learning (Synchronous e-Learning)
TBC
9 am
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive modelsDevelop and apply the various regression techniques to predict valuesDevelop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
Data Storytelling and Design (Synchronous e-Learning)
TBC
This short course introduces participants to techniques of uncovering key insights from data, designing compelling story structures and visuals, and presenting these insights in an engaging manner in order to achieve <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Absentee Payroll (AP)
Specialist Diploma in Business & Decision Analytics
17 Oct 2022
8 am
Data is getting bigger and increasingly more valuable. As such, businesses that exploit technology and use analytics to sift through and leverage on data that matters, will gain the upper hand <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Practitioner Certificate in Personal Data Protection (SG) 2020 (Synchronous e-Learning)
TBC
9 am
Please note that the Practitioner Certificate in Personal Data Protection (Singapore) 2020 course is expected to be Workforce Skills Qualifications (WSQ) accredited by Q3 2022. Upon successful completion of course and <More>
Eligible for Skillsfuture Credit (SFC) SkillsFuture Series
Advanced Data Analytics and Visualisation
TBC
The Advanced Data Analytics and Visualisation Course allow participants to acquire advanced skills in one of the most important workplace computer programmes, MS Excel, to optimise data analysis. Through the course, <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Practitioner Certificate in Personal Data Protection (SG) 2020 (Classroom and Synchronous e-Learning)
TBC
The “Practitioner Certificate in Personal Data Protection (Singapore) 2020” is a three-day preparatory course developed for Data Protection Officers (DPOs) to equip them with practical data governance and data protection knowledge <More>
Eligible for Skillsfuture Credit (SFC) SkillsFuture Series
Diploma in Digital Communication
05 Sep 2022
The Diploma in Digital Communication programme is designed to equip adult learners of all ages with the knowledge and skills in content creation and media design to pivot towards the Media, <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Performing Cloud-Accounting
TBC
9 am
This is a certification program in which participants will obtain a Certification on Accounting Transformation upon completion of 6 courses: Accounting for Analysis and DecisionsUsing MS Excel in AccountingPerforming Cloud-AccountingFinance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Specialist Diploma in Agritechnology and Agribusiness
17 Oct 2022
6 pm
Singapore has set a “30 by 30” goal to produce 30 percent of the country’s nutritional needs locally by 2030. This goal requires the transformation of the agri-food sector into highly <More>
Eligible for SkillsFuture Credit (SFC)
Using MS Excel in Accounting
03 Aug 2022
9 am
This is a certification program in which participants will obtain a Certification on Accounting Transformation upon completion of 6 courses: Accounting for Analysis and DecisionsUsing MS Excel in AccountingPerforming Cloud-AccountingFinance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Data Visualisation Primer (Synchronous e-Learning)
29 Aug 2022
This short course covers the theory and techniques for creating effective visualisations based on graphic design. Learners will apply these principles and techniques to create rich visualisations for analysis and presentation <More>
Data Visualisation Eligible for Skillsfuture Credit (SFC) Eligible for Absentee Payroll (AP)
Work-Study Post-Diploma - Specialist Diploma in Agritechnology and Agribusiness
TBC
6 pm
Singapore has set a “30 by 30” goal to produce 30 percent of the country’s nutritional needs locally by 2030. This goal requires the transformation of the agri-food sector into highly <More>
Digital Analytics for Marketing: Use Customer Intelligence to Uncover High-Value Audience (Synchronous e-Learning)
TBC
9 am
Consumers today expect nothing short of personalised service. Which is why marketing now needs to be targeted and result-oriented, and this requires the right data. This is where Digital Marketing Analytics <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Specialist Diploma in AI for Engineers
17 Oct 2022
6:30 pm
Learn all about machine learning, deep learning and AI and understand how they add intelligence to engineering systems and processes.
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Specialist Diploma in Data Analytics
17 Oct 2022
6 pm
Big data is growing at an incredible speed, and the capacity to make sense of it to make informed decisions has become a vital part of the way industries operate. Analytics <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Programming Foundations for Analytics (Classroom and Synchronous e-Learning)
TBC
This short course introduces the student to the world of programming and problem solving. Basics programming constructs such as conditionals, loops and functions will be covered. The course takes the lens <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) SkillsFuture Series
Introduction to Deep Learning (Synchronous e-Learning)
TBC
NEURAL NETWORKS FUNDAMENTALS Understand how Artificial Neural Networks and Multi-layer Neural Networks worksUnderstand how deep learning models are used for image recognition, prediction and for building recommender engines.Using popular libraries and framework <More>
Eligible for SkillsFuture Credit Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Analytics for Enterprises
TBC
9 am
Use data-driven analysis and prediction as part of your decision-making process for better business outcomes.
Eligible for Skillsfuture Credit (SFC)
Introduction to Reinforcement Learning (Synchronous e-Learning)
TBC
REINFORCEMENT LEARNING FUNDAMENTALS Frame Reinforcement Learning (RL) problemsUnderstand how RL worksEvaluate and select the most appropriate RL technique to address a problem spaceExplore and use basic RL algorithms to solve problems You may <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Data Processes and Visualisation
TBC
Visualise your data for clearer insights!
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SME Digital Reboot
Unsupervised Machine Learning (Synchronous e-Learning)
TBC
DISCOVER INSIGHTS IN UNLABELED DATA Reduce the complexity of variables in a dataset through dimensionality reduction techniquesDesign and apply unsupervised learning techniques to discover insights in a data set which includes:Discover relationships <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Programming in Python I (Synchronous e-Learning)
TBC
Understand and programming syntax of PythonWrite python programs to solve simple problemsOrganize python programs into functions for better code reusabilityUse libraries and call APIs to expand functionality of python program You may <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) SkillsFuture Series
Programming in Python II (Synchronous e-Learning)
TBC
DATA MANIPULATION WITH PYTHON Write and apply nested functions, anonymous functions and recursive functionsUse NUMPY to carry out simple mathematical and statistical operation of matrices of dataUse PANDAS to carry out simple <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) SkillsFuture Series
Basic Statistical Methods & Data Presentation
TBC
This short course focuses on preliminary testing on data prior to further analysis by using basic statistical methods. MS Excel is a powerful analytical tool which can be used for the <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Data Storytelling (Synchronous e-Learning)
TBC
BRINGING TOGETHER DATA, VISUALS AND NARRATIVE Understand the various types of story structuresIdentify and apply a suitable narrative structure for the dataAnalyse the data for evidences that support the narrativeDesign and develop <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Data Storytelling and Design (Classroom and Synchronous e-Learning)
TBC
This short course introduces participants to techniques of uncovering key insights from data, designing compelling story structures and visuals, and presenting these insights in an engaging manner in order to achieve <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Absentee Payroll (AP)
Driving Trade & Business with Data Analytics
TBC
(under the Wholesale Trade Industry Digital Plan)
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Data Exploration (Synchronous e-Learning)
TBC
9 am
MAKING SENSE OF DATA Create various charts to explore categorical dataCreate various graphs and distributions to explore numerical dataFind and understand relationships among variablesUnderstand how to process missing valuesIdentify and process outlier <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Statistical Analysis (Synchronous e-Learning)
TBC
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data setUnderstand SamplingApply probabilistic methods and techniques on a data set such as probability distributions, statistical inferencePerform <More>
Eligible for SkillsFuture Credit Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Introduction to Machine Learning (Synchronous e-Learning)
TBC
FUNDAMENTALS OF MACHINE LEARNING Understand how to frame a problem statement from a data perspectiveUnderstand the various types of machine learning techniquesAppreciate the importance of selecting the right features in developing a <More>
Eligible for SkillsFuture Credit Data Analytics
Business Concepts & Insights (Classroom and Synchronous)
TBC
This short course provides participants with a practical approach on how data can be used to make business decisions and drive performance using drag-and-drop visual machine learning tools.
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Data Wrangling (Synchronous e-Learning)
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 in structured databaseUnderstand the various types of <More>
Data Analytics Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Driving Trade & Business with Enterprise Resource Planning
TBC
9 am
With the increasing use of technologies in businesses, there is a need for organisations, particularly SMEs, to streamline and integrate business processes across every function area such as sales and marketing, <More>
Eligible for Union Training Assistance Programme (UTAP)
Data Visualisation I (Synchronous e-Learning)
TBC
9 am
DATA PREPARATION WITH PYTHON Use a tool to visually explore a dataset: import, sort, drill, filter etcUnderstand basic principles of data visualisationIdentify and select appropriate graphs to visualise dataUse appropriate libraries to <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Data Visualisation II (Synchronous e-Learning)
TBC
EXPLORING DATA WITH INTERACTIVE DATA VISUALISATION Understand basic principles of data visualisationIdentify and select appropriate graphs to visualise dataAssemble a dashboard and customise graphs and plotsUse appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Data Analytics Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP)
Supervised Machine Learning (Synchronous e-Learning)
TBC
9 am
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive modelsDevelop and apply the various regression techniques to predict valuesDevelop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
Data Storytelling and Design (Synchronous e-Learning)
TBC
This short course introduces participants to techniques of uncovering key insights from data, designing compelling story structures and visuals, and presenting these insights in an engaging manner in order to achieve <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Absentee Payroll (AP)

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