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32 course(s) found
Specialist Diploma in Business and Decision Analytics (SDBDA)
26 Mar 2023
9 am
Our Partners (NUS-ISS) This programme is in collaboration with NUS-Institute of Systems Science. Established in 1981, the Institute of Systems Science at National University of Singapore (NUS-ISS) develops digital talent for the industry <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Specialist Diploma in Data Analytics
11 Mar 2024
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)
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)
Specialist Diploma in AI for Engineers
TBC
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)
Analytics for Enterprises (Synchronous e-Learning)
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)
Data Processes and Visualisation (Synchronous e-learning)
TBC
Visualise your data for clearer insights!
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SME Digital Reboot
Data Storytelling (Synchronous e-Learning)
TBC
9 am
BRINGING TOGETHER DATA, VISUALS AND NARRATIVE Understand the various types of story structures Identify and apply a suitable narrative structure for the data Analyse the data for evidences that support the narrative Design and develop <More>
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 data Create various graphs and distributions to explore numerical data Find and understand relationships among variables Understand how to process missing values Identify 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
9 am
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data set Understand Sampling Apply probabilistic methods and techniques on a data set such as probability distributions, statistical inference Perform <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
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 etc Understand basic principles of data visualisation Identify and select appropriate graphs to visualise data Use 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 visualisation Identify and select appropriate graphs to visualise data Assemble a dashboard and customise graphs and plots Use appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Supervised Machine Learning (Synchronous e-learning)
TBC
9 am
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive models Develop and apply the various regression techniques to predict values Develop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
UnSupervised Machine Learning (Synchronous e-learning)
TBC
DISCOVER INSIGHTS IN UNLABELED DATA Reduce the complexity of variables in a dataset through dimensionality reduction techniques Design 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
Introduction to Reinforcement Learning (Synchronous e-learning)
TBC
REINFORCEMENT LEARNING FUNDAMENTALS Frame Reinforcement Learning (RL) problems Understand how RL works Evaluate and select the most appropriate RL technique to address a problem space Explore 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
Programming in Python II (Synchronous e-learning)
TBC
DATA MANIPULATION WITH PYTHON Write and apply nested functions, anonymous functions and recursive functions Use NUMPY to carry out simple mathematical and statistical operation of matrices of data Use 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
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 database Understand the various types of <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Programming Foundations for Analytics (Classroom and Synchronous)
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 of <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) SkillsFuture Series
Data Visualisation Primer (Synchronous e-learning)
TBC
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)
Business Concepts & Insights (Classroom & 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 Storytelling & Design (Classroom & Synchronous)
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)
Part-time Diploma in Digital Communications (DDC)
24 Jun 2024
7 pm
The Diploma in Digital Communications 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)
Data Storytelling & 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 Agritechnology and Agribusiness (SDAA)
15 Apr 2024
6:30 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)
Work-Study Post Diploma (Specialist Diploma in Agritechnology and Agribusiness)
15 Apr 2024
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>
Performing Cloud-Accounting (Classroom and Asynchronous)
20 Feb 2024
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 Decisions Using MS Excel in Accounting Performing Cloud-Accounting Finance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Using MS Excel in Accounting (Classroom, Synchronous and Asynchronous)
05 Jan 2024
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 Decisions Using MS Excel in Accounting Performing Cloud-Accounting Finance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
(SCTP) Advanced Data Analytics and Visualisation (Classroom, Synchronous & Asynchronous e-learning)
TBC
6 pm
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)
Data Visualisation II (Classroom & Asynchronous)
TBC
EXPLORING DATA WITH INTERACTIVE DATA VISUALISATION Understand basic principles of data visualisation Identify and select appropriate graphs to visualise data Assemble a dashboard and customise graphs and plots Use appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Data Wrangling (Classroom & Asynchronous)
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 database Understand the various types of <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Statistical Analysis (Classroom & Asynchronous)
TBC
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data set Understand Sampling Apply probabilistic methods and techniques on a data set such as probability distributions, statistical inference Perform <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Supervised Machine Learning (Classroom & Asynchronous)
TBC
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive models Develop and apply the various regression techniques to predict values Develop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
Artificial Intelligence and Data Analytics (AIDA) (Classroom & Asynchronous e-learning)
18 Mar 2024
9 am
Artificial Intelligence (AI) mimics the perceiving, cognising and decision-making capabilities of a human being via computing machines intelligence. In the past decade, AI has brought us self-driving vehicles, facial recognition, speech <More>
Eligible for SkillsFuture Credit (SFC)
Specialist Diploma in Business and Decision Analytics (SDBDA)
26 Mar 2023
9 am
Our Partners (NUS-ISS) This programme is in collaboration with NUS-Institute of Systems Science. Established in 1981, the Institute of Systems Science at National University of Singapore (NUS-ISS) develops digital talent for the industry <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Specialist Diploma in Data Analytics
11 Mar 2024
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)
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)
Specialist Diploma in AI for Engineers
TBC
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)
Analytics for Enterprises (Synchronous e-Learning)
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)
Data Processes and Visualisation (Synchronous e-learning)
TBC
Visualise your data for clearer insights!
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SME Digital Reboot
Data Storytelling (Synchronous e-Learning)
TBC
9 am
BRINGING TOGETHER DATA, VISUALS AND NARRATIVE Understand the various types of story structures Identify and apply a suitable narrative structure for the data Analyse the data for evidences that support the narrative Design and develop <More>
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 data Create various graphs and distributions to explore numerical data Find and understand relationships among variables Understand how to process missing values Identify 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
9 am
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data set Understand Sampling Apply probabilistic methods and techniques on a data set such as probability distributions, statistical inference Perform <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
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 etc Understand basic principles of data visualisation Identify and select appropriate graphs to visualise data Use 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 visualisation Identify and select appropriate graphs to visualise data Assemble a dashboard and customise graphs and plots Use appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Supervised Machine Learning (Synchronous e-learning)
TBC
9 am
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive models Develop and apply the various regression techniques to predict values Develop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
UnSupervised Machine Learning (Synchronous e-learning)
TBC
DISCOVER INSIGHTS IN UNLABELED DATA Reduce the complexity of variables in a dataset through dimensionality reduction techniques Design 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
Introduction to Reinforcement Learning (Synchronous e-learning)
TBC
REINFORCEMENT LEARNING FUNDAMENTALS Frame Reinforcement Learning (RL) problems Understand how RL works Evaluate and select the most appropriate RL technique to address a problem space Explore 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
Programming in Python II (Synchronous e-learning)
TBC
DATA MANIPULATION WITH PYTHON Write and apply nested functions, anonymous functions and recursive functions Use NUMPY to carry out simple mathematical and statistical operation of matrices of data Use 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
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 database Understand the various types of <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Programming Foundations for Analytics (Classroom and Synchronous)
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 of <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) SkillsFuture Series
Data Visualisation Primer (Synchronous e-learning)
TBC
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)
Business Concepts & Insights (Classroom & 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 Storytelling & Design (Classroom & Synchronous)
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)
Part-time Diploma in Digital Communications (DDC)
24 Jun 2024
7 pm
The Diploma in Digital Communications 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)
Data Storytelling & 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 Agritechnology and Agribusiness (SDAA)
15 Apr 2024
6:30 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)
Work-Study Post Diploma (Specialist Diploma in Agritechnology and Agribusiness)
15 Apr 2024
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>
Performing Cloud-Accounting (Classroom and Asynchronous)
20 Feb 2024
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 Decisions Using MS Excel in Accounting Performing Cloud-Accounting Finance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
Using MS Excel in Accounting (Classroom, Synchronous and Asynchronous)
05 Jan 2024
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 Decisions Using MS Excel in Accounting Performing Cloud-Accounting Finance-Business Partnering with <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP)
(SCTP) Advanced Data Analytics and Visualisation (Classroom, Synchronous & Asynchronous e-learning)
TBC
6 pm
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)
Data Visualisation II (Classroom & Asynchronous)
TBC
EXPLORING DATA WITH INTERACTIVE DATA VISUALISATION Understand basic principles of data visualisation Identify and select appropriate graphs to visualise data Assemble a dashboard and customise graphs and plots Use appropriate libraries to design and create <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Data Wrangling (Classroom & Asynchronous)
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 database Understand the various types of <More>
Eligible for Skillsfuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) Eligible for Absentee Payroll (AP) Data Analytics
Statistical Analysis (Classroom & Asynchronous)
TBC
GENERATING INSIGHTS WITH DESCRIPTIVE AND INFERENTIAL STATISTICS Perform descriptive / inferential statistical methods on a data set Understand Sampling Apply probabilistic methods and techniques on a data set such as probability distributions, statistical inference Perform <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillsFuture Series
Supervised Machine Learning (Classroom & Asynchronous)
TBC
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA Perform feature selection for various predictive models Develop and apply the various regression techniques to predict values Develop and apply the various classification techniques to predict <More>
Eligible for SkillsFuture Credit (SFC) Eligible for Union Training Assistance Programme (UTAP) SkillFuture Series
Artificial Intelligence and Data Analytics (AIDA) (Classroom & Asynchronous e-learning)
18 Mar 2024
9 am
Artificial Intelligence (AI) mimics the perceiving, cognising and decision-making capabilities of a human being via computing machines intelligence. In the past decade, AI has brought us self-driving vehicles, facial recognition, speech <More>
Eligible for SkillsFuture Credit (SFC)

End of Result