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?

“Meanwhile, e-commerce platforms Lazada and Shopee are hiring for roles in data analytics, business development and product development amid the rise of online shopping.”

– The Straits Times, 7 June 2020


Even our tech giants are also hiring talents in data analytics, it goes to show how important these roles are and the demand for such talents in the coming future.


Over 5,000 jobs in the pipeline for digital sector, jobs are in fields like Data Analytics.

– EDB, 5 June 2020


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

Up To 90% 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

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

Upcoming Classes

Data Analytics Course – December Bootcamp 2021: (FILLING UP FAST)

  • 6, 7, 8, 9, 10, 11, 12, 13 Dec 2021 (Week 1)
  • 14, 15, 16, 17, 18, 19, 20, 21 Dec 2021 (Week 2)
  • Choose either Week 1 or Week 2
  • Pick one of the time slot: 9AM – 12PM or 7PM – 10PM


Data Analytics Course – January Intake 2022: (NEW RELEASE)

  • 8, 9, 15, 16, 22, 23, 29, 30 Jan 2021
  • 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.
For the December Bootcamp, please pick either Week 1 or Week 2 first then pick your time slot which you will be committing throughout the 8-lessons.

Data Analytics Course – December Bootcamp 2021

Data Analytics Course – January Intake 2022

Course Fees

Course Fees: S$6,206 w/GST before subsidy


For Eligible Self-Sponsored:
Nett Course Fees after 90% IBF Subsidy: S$620.6 w/GST (For classes commencing before 31st Dec 2021)
Nett Course Fees after 80% IBF Subsidy: S$1,241.2 w/GST (For classes commencing between 1st Jan 2022 – 30th June 2022)


All Singaporeans age 25 years old and above can use their SkillsFuture Credit to offset the remaining $620.6.


For Eligible Company-Sponsored:
Nett Course Fees after 90% IBF Subsidy: S$986 w/GST


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

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


  • Python Essentials II


  • 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


  • Mock Presentations, Project Review, & Course Recap


  • Mock presentations and feedback
  • Course recap and career advice

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)!

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