Predictive analytics generates future insights with a significant degree of precision based on historical data. Through this course, learners will demonstrate their competencies in developing a predictive analytics project in teams by applying data privacy and ethical principles in the collection.
Predictive analytics generates future insights with a significant degree of precision based on historical data. Through this course, learners will demonstrate their competencies in developing a predictive analytics project in teams by applying data privacy and ethical principles in the collection, use and disposal of data.
With the data collected, learners will demonstrate their competencies to impute data format, transform and reshape the business data before applying relevant predictive modelling techniques to predict the desired business outcomes.
Learners will then perform data exploratory analysis to discover patterns and trends and develop data stories for an effective narrative and visual representation of their predictive analytics project.
What You'll Study:
Established as an institution of higher learning in 1992, Nanyang Polytechnic's (NYP) academic schools offer quality education and training through more than 40 full-time diploma courses and common entry programmes.
NYP also has a full suite of continuing education and training (CET) options for lifelong learning, ranging from specialist and advanced diplomas, to SkillsFuture modules and courses.
NYP's Asian Culinary Institute and the Singapore Institute of Retail Studies are CET institutes set up in partnership with SkillsFuture Singapore (SSG) to champion and transform Singapore's F&B and retail sectors respectively.
A third NYP CET institute - the National Centre of Excellence for Workplace Learning - also set up in collaboration with SSG, will spearhead the development of progressive workplace learning strategies and programmes for companies here.
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