Data and Digital Analytics(SFS)
About This Course
This SkillsFuture Series course is designed to provide a comprehensive overview of data analytics, including data collection, cleaning, visualization, statistical analysis, machine learning, and big data analytics. As such after going to this course, learners would be able to implement data analytics within the organisation to generate business insights and intelligence through the use of statistical and computational techniques and tools, algorithms, predictive data modelling and data visualisation.
What You'll Learn
- Identify underlying patterns and trends in data analytics to convey insights effectively using statistical computing tools and methods
- Use simple mathematics to develop predictive analytic spreadsheet models
- Explain how cluster analysis is used to explore and reduce data
- Create interactive visualisations with exploratory visual analysis and predictive modelling techniques
- Test hypotheses and validate problem-solving strategies by adopting statistical and experimental techniques
- Interpret and evaluate patterns in data to understand their relevance in business issues
- Demonstrate proof of concept for these algorithms through effective prototype development
- Apply machine learning methods to gain valuable insights from data to develop new business insights
- Use complex software tools find data to determine impact of insights on organization
- Identify, prioritise and solve problems within the organisational domains by analysing key business processes
Entry Requirements
Have completed GCE “N” Level or in the absence, be able to comprehend , read, write and speak English and with Numeracy at WSQ Workplace Literacy (WPLN) Level 5
No prior technical qualifications or experience is required but learners are expected to have:
Basic computer literacy
Basic Internet Usage skills
Min 1 year experience in the proposed job roles or 1 year relevant working experience in the related industries.
Learners who do not qualify in terms of education, literacy and/or numeracy but have at least 1 year of working experience in any industry will be admitted on a case-by-case basis, subject to approval by Bells Management Representative (MR).