Retail Analytics with AI
About This Course
Retail Analytics with AI develops emerging AI and data analytics capabilities for retail professionals seeking to improve customer and business outcomes. Participants drive deep-dive analyses of customer activities and behaviours, implement data analytics to generate business insights and intelligence through statistical and computational techniques and predictive data modelling — supported by data governance and a structured data strategy. Through a capstone, learners monitor data analytics metrics, interpret trends, draw consumer insights and make data-driven recommendations for retail business performance.
What You'll Learn
2. Translate retail business challenges into data-driven questions and identify relevant data sources, using AI to assist with framing and clarification.
3. Use data and AI tools to evaluate inventory, logistics and operational performance by applying appropriate analytics metrics and forms of analysis.
4. Segment customers using AI analytics and design data-driven retention strategies based on customer behaviour insights.
5. Apply AI techniques to forecast sales and plan for demand using analytics metrics, measurement strategy and emerging analytics tools.
6. Evaluate product profitability using AI-driven data analysis to support commercial decisions.
7. Apply AI tools to create dashboards and communicate data insights to support data-driven retail decisions.
8. Synthesise insights across multiple analytics domains to propose an AI-enhanced, evidence-based business recommendation.
Entry Requirements
16 YEARS OLD
ENGLISH REQUIREMENTS: - Able to listen and speak English at a proficiency level equivalent to the Employability Skills System (ESS) level 5 or GCE ‘O’ Level
- Able to read and write English at a proficiency level equivalent to ESS level 5 or GCE ‘O’ Level; and
- Able to manipulate numbers at a proficiency level equivalent to ES level 5 or GCE ‘O’ Level.
SINGAPOREAN/ SINGAPOREAN PR: - Possess A Minimum Credit In English At GCE “O” Level Or Its Equivalent.
INTERNATIONAL LEARNERS: - IELTS score 5.5 or TOEFL iBT score 46.
- High School Diploma equivalent to GCE 'O' Level with minimum grade C6 for 3 subjects, including English and Mathematics.
LEARNERS ARE REQUIRED TO HAVE BASIC COMPUTING SKILLS, I.E., TURN ON THE LAPTOP, USE THE MOUSE, DRAG AND DROP FILES, USE ONLINE SEARCH ENGINE FOR RESEARCH, AND BE A COMPETENT USER OF MICROSOFT OFFICE.