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 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

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 – November Intake 2022: (LIMITED SLOTS LEFT)

  • 5, 6, 12, 13, 19, 20, 26, 27 November 2022
  • Saturday & Sunday: 9AM – 12PM or 1PM – 4PM


Data Analytics Course – December Bootcamp 2022: (FILLING UP FAST)

  • 5, 6, 7, 8, 12, 13, 14, 15 December 2022
  • Monday, Tuesday, Wednesday and Thursday
  • Time slot: 9AM – 12PM or 1PM – 4PM or 7PM – 10PM
  • You have to attend classes for all the dates mentioned above
  • For example: If you pick 9AM – 12PM, you have to commit to this time slot for all the dates.


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 – November Intake 2022

Data Analytics Course – December Bootcamp 2022

⚡️ 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$6,206 w/GST before subsidy


For Eligible Self-Sponsored / Company-Sponsored:
Nett Course Fees after 90% IBF Subsidy: S$986 w/GST (For Singaporeans that are 40 years old and above)
Nett Course Fees after 70% IBF Subsidy: S$2,146 w/GST (For Singaporeans & PRs that are below 40 years old and classes commencing from 1st July 2022)


📌 3 Months (Interest-Free) Instalment Option Available Via Our Payment Partner (PACE) for the remaining 10%/30% of the course fees 📌


All Singaporeans age 25 years old and above can use their SkillsFuture Credit to pay for the remaining $986 / $2,146.


Kindly note that from 3 Oct 2022, GST funding support will no longer be applicable for all courses.


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


  • 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