Transform Data into Actionable Insights.
Apply NowTools Covered
Inside Your Toolbox
Specific tools depth of coverage may vary based on industry trends and learner needs.
Analytical Thinking
Make evidence-based business decisions.
Data Exploration
Explore datasets using analytical techniques.
Pattern Analysis
Identify trends and meaningful relationships.
Statistical Analysis
Apply statistics to support business decisions.
Data Mining
Extract insights from structured datasets.
Business Insight Generation
Turn analysis into actionable recommendations.
Course Outcomes
Learning Outcomes
By the end of the course, you will be able to:
- Frame business problems as analytical questions for data-driven decision-making
- Explore datasets using data exploration, data mining, and statistical techniques
- Identify patterns, trends, and business insights from real-world data
- Interpret analytical findings to support confident business decisions
- Apply AI-assisted analytics tools to accelerate data analysis
Course Outline
What You’ll Learn
Trainers
Meet Your Educators
Target Audience
Who Should Attend
This course is ideal for professionals who want to move beyond reporting data and start using it to solve business problems.
It is suitable for:
- Business Professionals
- Managers and Team Leaders
- Aspiring Data Analysts
- Marketing, Sales, and Operations Professionals
- Business Executives
- Fresh Graduates
- Career Switchers
Certification Pathway
Get Certified
To attain the Certified AI-Enabled Data Analyst 2.0 certification by Equinet Academy, complete the following modules:
A Certification of Completion by Equinet Academy will be awarded to candidates who have demonstrated competency in the Data Analytics and Data Literacy Essentials course assessment and achieved at least 75% attendance.
Course Fee and Funding
Fund Your Brain Gain
This is a SkillsFuture-funded course. The full course fee is S$330.00. Your nett fee depends on your citizenship, age, and whether you are sponsored by an SME employer. Additional offsets like SkillsFuture Credit, PSEA and SFEC can stack on top of your nett fee.
1. SSG SUBSIDY TIERS
Pick the row that describes you. Subsidies are applied at registration; no separate application is needed.
| Who you are | Subsidy | Nett fee |
|---|---|---|
| Singapore Citizen aged 40 and above, self-sponsored or employer-sponsored (Non-SME)MCES (MID-CAREER ENHANCED SUBSIDY) | Baseline 50% + MCES 20% = 70% total | S$99.00save S$231.00 |
| Singapore Citizen, PR, or LTVP+ Holder sponsored by an SME employerETSS (ENHANCED TRAINING SUPPORT FOR SMES) | Baseline 50% + ETSS 20% = 70% total | S$99.00save S$231.00 |
| Singapore Citizen, PR, or LTVP+ Holder aged 21 and above, self-sponsored or employer-sponsoredBASELINE FUNDING | Baseline 50% | S$165.00save S$165.00 |
| Foreigner / not eligible for SSG funding | Subsidies not applicable | S$330.00full fee |
Eligibility for ETSS depends on your employer’s SME status (ACRA-registered with annual sales of S$100M or less, or 200 employees or fewer). MCES applies to Singapore Citizens aged 40 and above. You receive whichever subsidy is most favourable, not both.
2. ADDITIONAL OFFSETS (STACK ON TOP)
These stack on top of your SSG subsidy to further lower your out-of-pocket cost. You can combine more than one if you qualify.
SkillsFuture Credit (SFC)
SINGAPORE CITIZENS AGED 25 AND ABOVE
Use your SkillsFuture Credit balance to offset your nett course fee. Singaporeans receive a base credit of S$500.
PSEA
SINGAPORE CITIZENS AGED 30 AND BELOW
Use your Post-Secondary Education Account to pay for SkillsFuture-related course fees. Apply via your bank or MOE.
SFEC
ELIGIBLE SME EMPLOYERS
Employers can use SkillsFuture Enterprise Credit (S$10,000) to offset up to 90% of out-of-pocket course fees on top of existing schemes. Check eligibility at enterprisesg.gov.sg.
3. WORKED EXAMPLE
Example assumes you have at least S$99.00 SkillsFuture Credit opening credit balance. Actual nett fee depends on your specific eligibility.
Course Schedule
Mark Your Calendar!
Duration: 1 Day (8 Hours)
| Course Dates | Trainer |
|---|---|
|
14 Dec 2026 - 9.00am - 6.00pm Mon · In-Person
|
Frequently Asked Questions (FAQs)
The Need-to-Know Stuff, Fast
Everything you need to know about the course. Can’t find the answer you’re looking for? Please contact our friendly team.
No. This module is built for beginners. Every concept is introduced from first principles with a business context. If you can work with a spreadsheet and are comfortable reasoning with numbers, you have what you need.
No. The course uses practical tools that do not require a programming background. The focus is on analytical thinking and interpretation, not software development.
AI-assisted tools are introduced as aids for exploration and summarisation, demonstrating how modern analytics environments can accelerate pattern-finding. The emphasis is on your judgment about what those patterns mean.
