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Da Series 4: Data Analytics With Statistical Methods For Businesses
This programme provides an understanding of the principles of statistical methods and how these methods can be applied to support business decision making.
The learners of this programme are expected to have prior knowledge in:
- Basic knowledge of programming and/or scripting principles (e.g. using variables, logical operators, if ... then control, loops, ...)
- Intermediate knowledge of data concepts (e.g. equivalent of intermediate to advanced knowledge of using spreadsheets)
Participants will gain an in-depth understanding f statistical methods and its applications to their organisations’ problem statements with the objective of improving decisions through data.
Upon completion of this module, the learner will be able to:
o explain Statistical Methods in relation to Data Analytics and Data Mining
o distinguish the characteristics of distributions and sampling methods
o use Excel to perform examples of estimation,confidence intervals, hypothesis testing, regression analysis and correlation analysis
o Population and Sample
o Discrete and Continuous Distribution
o Sampling Techniques
o Confidence Interval
o Hypothesis Testing
o Correlation Analysis
As part of the training and learning during this programme, photography and/or video recording of participants in action will be done.
(Level 2) Supervisors, Executive, & Emerging Managers
(Level 3) New Managers
(Level 4) Managers
(Level 5) Senior Managers & Directors
Koh Cheo Leng started her career in Information Technology evaluating, implementing and supporting IT and productivity related platforms and solutions for MNCs and large corporations. She then progressed into application solution consulting. For the last 18 years, she has focused on business intelligence, business warehouse and analytics projects and engagements in both end-users’ environments as well as in consulting capacities.
Cheo Leng has business intelligence, business warehouse and analytics experience in diverse industries of consumer products, education, aerospace and defence, energy and utilities, manufacturing and healthcare. This is either by way of a subject matter expert leading the in-house team or as a consultant working hand-in-hand with clients to implement analytics platforms and solutions.
She has deep knowledge in IT landscapes and ecosystems with first-hand experiences in setting up the entire ecosystems for business intelligence/analytics in companies. The end-to-end ecosystems covers the ingestion layers, data stores (data mart/warehouse/data lake), virtualization layers and the visualization tools/platforms.
|SIM Member Fee (S$)||Non-member Fee (S$)|
|Total Fee (S$)||Total Fee (S$)|
|Fee/Pax (S$)||GST (S$)||including GST||Fee/Pax (S$)||GST (S$)||including GST|
|Early Bird Fees||To enjoy 10% discount off the fees above, please register at least two weeks before registration closing date.|
Enquiries : Grace Tan - 62489414 | 62466746, email@example.com
Foreign participants sponsored by their companies, GST is not applicable. If payment is made by a Singapore-registered company, GST will apply.
Non-members are welcome to sign up for SIM membership to enjoy the discounted rate. To sign up for SIM Membership, please visit www.pd.sim.edu.sg/membership/overview, email firstname.lastname@example.org or call 6248 9489. To register for the programmes now, select the preferred programme run-dates below through the register icon. "Register", which will bring you to the registration page.