Supercharge your career with our Data Analytics Course

Learn the concepts of Python Programming, SQL, Data Analytics to validate solutions and unlock insights for business outcomes.

CPD Certification Membership

We are honoured to be a member of the CPD accreditation body headquartered in the United Kingdom. Established in 1996, The CPD Certification Service is the independent CPD accreditation institution spanning across all sectors to complement the Continuing Professional Development policies of professional institutes and academic bodies.

Why Data Analytics?

The global big data analytics market will grow to $549.7 billion in 2028 ”

– Fortune Business Insights, Dec 2021


Data analytics and security have become major areas of interest for venture capital firms as companies expand their digital footprint to tap the pandemic-triggered shift to online work and learning.

– CNA, 9 Feb 2022


Nearly all (90%) corporations are predicted to value information as a “critical enterprise asset and analytics as an essential competency”

– Forbes, 25 Feb 2022


Explore this growing Data Analytics industry through our Data Analytics course taught by industry experts.

Up To 70% Funding Support Available For Singaporean & PRs*

This programme has been accredited under the IBF Standards, and is eligible for funding under the IBF Standards Training Scheme (IBF-STS), subject to all eligibility criteria being met. Find out more on

Companies that
hire our graduates

Our tech course graduates work as Data Analysts, Digital Marketers and User Experience (UX) Designers at some of the most successful companies in our era. Why do companies hire our alumni? They are equipped with industry relevant skills that are taught by our strong academic team.

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Course Overview

  • Course will span across 8 lessons, each lesson will be 3 hours
  • Consist of assignments, assessments & capstone project
  • Minimum of at least 75% attendance required
  • Capstone Project Submission is required for Course Completion
  • Mode of conduct: Live Webinar
  • No prior programming/technical background is required
  • Receive a professional Data Analytics Certificate upon course completion

Upcoming Classes

Data Analytics Course – March Intake 2023: (TBC)

  • 4, 5, 11, 12, 18, 19, 25, 26 March 2023
  • Saturday & Sunday: 9AM – 12PM or 1PM – 4PM


Data Analytics Course – April Intake 2023: (TBC)

  • 1, 2, 8, 15, 16, 23, 29, 30 April 2023
  • Saturday & Sunday: 9AM – 12PM or 1PM – 4PM


You can pick one of the time slots above.
Kindly note that you have to commit to the time slot chosen for the above dates.

Data Analytics Course – March Intake 2023

Data Analytics Course – April Intake 2023

⚡️ Industry Placement Assistance (IPA)

Smartcademy will provide Industry Placement Assistance (IPA) to our alumni that completed any of our courses.

⭐️ Growing 400+ hiring partners
⭐️ Prepare yourself for success
⭐️ Learn and apply to industry context


For more details, you can click here or drop us a message on WhatsApp!


Terms and conditions apply.

Course Fees

Course Fees: S$4,320 w/ 8% GST before subsidy


For Eligible Self-Sponsored / Company-Sponsored:
Nett Course Fees after 70% IBF Subsidy: S$1,520 w/ 8% GST (For Singaporeans that are 40 years old and above, capped at $3,000)
Nett Course Fees after 50% IBF Subsidy: S$2,320 w/ 8% GST (For Singaporeans below 40 years & PRs regardless of age, capped at $3,000)


📌 3 Months (Interest-Free) Instalment Option Available Via Our Payment Partner (PACE) for the remaining 30%/50% of the course fees 📌


All Singaporeans age 25 years old and above can use their SkillsFuture Credit to pay for the remaining $1,520 / $2,320.


For more info on your eligibility, click on the link below.

Funding Support

IBF Standards Training Scheme (IBF-STS)

This programme has been accredited under the IBF Standards, and is eligible for funding under the IBF Standards Training Scheme (IBF-STS), subject to all eligibility criteria being met.

Find out more on

Frequently Asked Questions

Data analytics insights will pave the way for more informed decisions in improving workflows and practices within companies. As such, the demand for data analytics roles in Singapore will only continue to increase and become more relevant, and the demand for tech talent will naturally follow suit.

Many of our graduates have gone on to land job roles or successfully did a career switch to the relevant field despite having zero background in Data Analytics.

Read how a graduate landed a Data Analyst role at a Government Hospital despite having zero Data Analytics background:

The IBF Standards Training Scheme (“IBF-STS”) provides funding for data analytics training in Singapore and assessment programmes accredited under the Skills Framework for Financial Services.

For our training programmes that are accredited under the IBF Standards, eligible Singaporeans & PRs can apply for funding support under the IBF Standards Training Scheme (IBF-STS), subject to all eligibility criteria being met.

For training programmes commencing from 1 Jan 2023 onwards:

  • 50% of direct training cost*
  • Only Singapore Citizens aged 40 years old and above will be eligible for 70% co-funding of direct training costs.
  • Funding support is capped at $3,000
  • Kindly note that from 3 Oct 2022, GST funding support will no longer be applicable for all courses.
  • Funding of training courses under the Critical Core skills and Future-Enabled skills categories will only be available to locals (Singapore Citizens or Singapore Permanent Residents) employed in the financial sector (i.e. by financial institutions or SFA certified FinTech firms)

For more information on the funding support, please visit:

For Singaporeans aged 25 years old and above, you may use your SkillsFuture Credits to pay for the remaining course fees. A step-by-step guide will be emailed to you to guide you with the claim application.

Yes, the data analytics course is supported under the UTAP program.

Under this program, NTUC members can enjoy up to $250 course fee support (subject to eligibility requirements).

Upon successful completion of this course, attendees will be awarded a Data Analytics IBF-accredited certificate.

The curriculum for data analytics course in Singapore is designed for beginners without any relevant background. There will be live guided learning assisted by experienced trainers and training assistants.

Course Outline


  • Fundamentals & Data Analytics Landscape


  • Course introduction
  • What is Data Analytics?
  • Why is Data Analytics important?
  • Data Analytics objectives and case studies in finance industry
  • Different Types of Analytics 
  • Different Sources and Types of Data
  • Data Quality Standards


  • Introduction to Python


  • Introduction to Jupyter notebook
  • Introduction to basics of Python
  • Primitive Data Types
  • Data Structures
  • Conditionals
  • For loops, while loops


  • Python Essentials I


  • Python Functions
  • Pandas Introduction
  • Numpy Introduction


  • Python Essentials II


  • Fundamentals of Statistics
  • Basic statistics using python
  • Exploratory Data Analysis


  • Python Essentials III


  • Introduction to Data Visualisation
  • Identifying the right chart to use 
  • Seaborn Introduction
  • Introduction to Web Scraping


  • Introduction to SQL


  • Introduction to Database Concepts
  • Database Terminology
  • Primary keys and Foreign keys
  • Data Types
  • Introduction to SQL


  • SQL Essentials


  • SQL Syntax and Statements
  • Working with Databases
  • SQL Best Practices


  • Data Visualisation and Storytelling


  • Different Types of Dashboards
  • Dashboard Metrics
  • Data Visualisation Landscape
  • Introduction to Tableau
  • Data Manipulation
  • Vizzes & Charts
  • Dashboard Creation & Formatting
  • Dashboard Publishing
  • Storytelling skills

Smartcademy Support


At Smartcademy, we believe in lifelong learning. Our courses offer in and post-course support to fulfil your goals and meet your development needs.

1-on-1 Consultation

Clarify your needs, doubts and goals with your trainer & receive FREE personal consultation for your professional learning

Alumni Access

Stay connected with the Smartcademy alumni network and be invited to our alumni-only free webinars as well as partners’ career opportunities.

Are you ready for data analytics?


Start your journey by joining Smartcademy’s Data Analytics course today.


Reserve a spot now – classes are filled on a first come, first served basis (and filling fast)!

💬 Contact us