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30 course(s) found
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
Specialist Diploma in AI for Engineers
19 Apr 2021
10:46 am
Learn all about machine learning, deep learning and AI and understand how they add intelligence to engineering systems and processes. ...
Data Analytics Engineering
Specialist Diploma in Data Analytics
19 Apr 2021
10:46 am
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 o...
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
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...
Digital Analytics for Marketing: Use Customer Intelligence to Uncover High-Value Audience
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 ri...
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