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30 course(s) found
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)
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 (SFC)
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 (SFC)
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) Business Development & Marketing Digital Data Analytics
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 (SFC)
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)
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) Business Management
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)
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) MS Excel Formula What-if Analysis Data validation Data organization and consolidation
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) Other Professional Skills and Lifestyle Cloud Accounting
Work-Study Post-Diploma - Specialist Diploma in Agritechnology and Agribusiness
TBC
5:01 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>
Business Management Data Analytics Engineering Life Sciences
Specialist Diploma in Agritechnology and Agribusiness
17 Oct 2022
5:01 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) Business Management Data Analytics Engineering Life Sciences
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) Data Storytelling Design
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) Cybersecurity Data Analytics Transdisciplinary Other Professional Skills & Lifestyle
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) Digital Marketing Data Analytics Content Creation Digital Design
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>
Eligible for Skillsfuture Credit (SFC)
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)
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)
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)
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 (SFC)
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 (SFC)
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) Business Development & Marketing Digital Data Analytics
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 (SFC)
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)