Data Driven Decision Making with Generative AI
TGS-2026061621
What's In It For Me
Recommend data-driven strategies for organisational decision-making
by evaluating the impact of data science solutions on efficiency, growth, and return on
investment.
Course Overview
This learning unit lays the foundation for understanding why data-driven decision making is
essential in today’s competitive and rapidly evolving business landscape. It explores how
organizations can leverage data science to move beyond intuition and tradition, using
empirical evidence to drive strategic choices. Learners will examine the transformative
impact of analytics on operational efficiency, business growth, and financial performance,
and will discuss real-world examples where data-driven strategies have delivered measurable
returns on investment. The learning unit also highlights the cultural and organizational shifts
required to successfully adopt and sustain data-driven practices.
Training Type
Part-Time
Mode of Assessment
Written Assessment
Who Should Attend
This program is ideal for professionals seeking to build or enhance their analytics expertise, including business analysts, managers, and aspiring data scientists.
Course Duration
2 Days
Total Training Duration (Hour)
16
Course Outline
- The Business Case for Data and AI-Driven Decisions.
- Applying Data Science to Solve Business Problems.
- CRISP-DM for Structuring Data Science Projects.
- Communicating Insights with Visual Analytics and Dashboards.
- Building Predictive Models for Data-Driven Decisions.
- Data Mining Models for Organisational Decision Making.
- Designing Scalable Analytics Pipelines for ROI using Generative AI.
- Building Scalable, High-Performing Data Science Practices.
Course Learning Outcome
- Recommend data-driven strategies for decision-making based on business insights derived from data trends.
- Analyse data patterns to interpret business problems and propose data-driven solutions using appropriate problem-solving methods.
- Organise data science projects by applying structured CRISP-DM-driven processes to address business challenges.
- Design data visualizations and dashboards by interpreting data patterns and applying data exploration methods to communicate project insights.
- Construct predictive models by interpreting data patterns and applying statistical inference, regression, and relevant tools to extract business insights.
- Construct complex data mining models using statistical and modelling techniques to deliver business insights aligned with organisational procedures.
- Organise data science project capacity by evaluating analytics solutions' efficiency, growth, and ROI and designing scalable pipelines through applied capacity-management techniques.
- Configure data models to examine organizational business hypotheses by managing project capacity and measuring team capability, ensuring scalable, high-performing practices.
Funding Information
• All trainees must achieve at least 75% attendance and pass all prescribed tests / assessments, and attain 100% competency.
• Eligible Singapore Citizens can use their SkillsFuture Credit (SFC) to offset course fee payable after funding.
• AgileAsia reserves the right to claw back the funded amount from trainee if he/she did not meet the eligibility criteria.
Course Pre-Requisites
Price
| Course Fee Payable | ||
|---|---|---|
| Original Fee | Before GST | With GST (9%) |
| Course Fee | $1,400.00 | $1,526.00 |
NDIVIDUAL SPONSORED ---
Singaporeans aged 40 and above - 70%____________________________ $546.00 (incl GST)
Singaporeans aged below 40 and all PRs - 50% _____________________ $826.00 (incl GST)
SkillsFuture Credit
Eligible Singapore Citizens can use their SkillsFuture Credit to offset course fees payable after funding.
COMPANY SPONSORED
(Non-SME) Singaporeans aged 40 and above - 70% _______________ $546.00 (incl GST) ---
(Non-SME) Singaporeans aged below 40 and all PRs - 50% ________ $826.00 (incl GST) ----
(SME) All Singaporeans and PRs - 70% _________________________ $546.00 (incl GST) ------
Absentee Payroll (AP) Funding:
a) $4.50/ hour, capped at $100,000 per organization per calendar year.
b) Absentee Payroll funding will be computed based on the actual number of training hours attended by the trainee.
For company-sponsored applicants paying Nett Course Fee is required to fulfilled the following criteria -
a) Training is fully sponsored by the company, which is registered or incorporated in Singapore.
b) Sponsored employee must be a Singapore Citizen or Singapore Permanent Resident and attend both training and final assessment (FA) on the assigned date and achieve a minimum of 75% attendance, and be certified competent in all the assessment components.
c) Should the sponsored employee fail to meet the attendance/ assessment requirements and/or terms and conditions of SSG’s funding, the company will not be eligible.
Please note that prices are subjected to change.