Course Information
Businesses today generate voluminous amounts of data. With increasing use of automation technologies, organizations’ digital data assets, through their end-to-end business process, will grow by an order of magnitude. Insights into a businesses’ underlying data can be covered with the help of appropriate analytics tools, techniques through organization, aggregation and analysis of the myriad data.
Learning Outcomes
This course provides you with the fundamental concepts of data, data organization and data cleansing to create datamarts and data warehouses. It will introduce tools and techniques for data exploration, explanation and analyses such as data modeling, visualization and storytelling in the context of business applications.
Course
Schedule
Monday, 9:00 am to 6:00 pm
Date: 13 Mar 2020 / 5 Jun 2020_x000D_
Time: 9am to 6pm
Lesson Plan
This course consists of 1 modules:
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- Data preparation, organisation and aggregation
- Data explanation and exploration
- Data visualization and analysis
- Business application of data analytics
- Introduction to Data Mining – the CRISP-DM model
- Predictive modeling through segmentation, associations and classification
- Model testing and validation
- Business applications of predictive models
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Course Fees
| Applicants / Eligibility | Fees |
|---|---|
| Singapore Citizens (SC) below the age of 40 years | $89.88 |
| Singapore Citizens (SC) aged 40 and above | $33.88 |
| Singapore Permanent Residents (PR) | $89.88 |
| Enhanced Training Support for SME Scheme (for SC & SPR) | $33.88 |
| Others (and Repeat Students) | $299.60 |
| Full Course Fee (Before GST) | $280.00 |