Prescriptive Analytics - From data to optimal course of action ( Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2025056118
S$425
Original: S$850
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About This Course
This course will enable participants to:
• Understand how to perform prescriptive analytics with optimisation techniques
• Understand the fundamental key concepts of linear, integer programming and decision analysis
• Understand how to model business problems for decision optimisation, interpret sensitivity analysis and shadow prices
• Acquire basic proficiency in popular data analytics tools such as Excel add-in and/or R.
• Apply hands-on techniques to solve optimisation models, linear and integer programming and decision analysis
• Decide which prescriptive analytics approach to use for different situations
What You'll Learn
Prescriptive analytics involves using advanced processes and tools to analyze data for the best course of action or strategy. By employing optimization models and available tools, participants can determine near-term outcomes and make optimal decisions for their organizations.
In this course, participants will develop key skills in prescriptive analytics by utilizing optimization models. By evaluating business objectives and key metrics such as profitability improvement, cost reductions, and revenue optimization, participants will gain practical experience in analyzing business cases such as planning and marketing management. Through the program, participants will learn to select and apply computational modeling methods to solve various business problems.
At the end of the course, participants will become proficient in applying prescriptive analytics tools for optimization.
In this course, participants will develop key skills in prescriptive analytics by utilizing optimization models. By evaluating business objectives and key metrics such as profitability improvement, cost reductions, and revenue optimization, participants will gain practical experience in analyzing business cases such as planning and marketing management. Through the program, participants will learn to select and apply computational modeling methods to solve various business problems.
At the end of the course, participants will become proficient in applying prescriptive analytics tools for optimization.
Entry Requirements
Polytechnic Diploma Level
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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