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✨ Curriculum updated with AI

Master Techniques with Our Advanced Data Analytics Bootcamp

In 21 hours, learn advanced analytical methods and AI tools to unlock deeper insights and data-driven strategies.
Pay little or no cash with government subsidies:
Our Data Analytics course boasts graduates from industry-leading organisations

Learn Advanced Data Analytics with Vertical Institute


Why Choose Advanced Data Analytics

Demand for Tableau skills has increased 1,103% in five years. Marketing managers who know SQL make 41% more than those who don’t, and GMs earn 29% more with data analysis skills.

Source: Burning Glass, The Hybrid Job Economy

Who is This Course For

Aspiring Data Analyst

Open doors to exciting opportunities and dive deep into analytics with Advanced Data Analytics skills.

Current Professionals

Enhance your analytical skills to make data-driven decisions. Whether you’re in marketing, finance, healthcare, or any sector, these skills will elevate your professional profile.

Entrepreneurs and Business Owners

Understand your customers and market better by tapping into advanced data insights. Make informed decisions that drive your business forward.

Students and Lifelong Learners

Whether you’re a student or a lifelong learner, acquire a valuable skill set that is crucial in today’s data-driven world.

Skills You’ll Learn

  • Advanced Excel
  • Intro to Advanced SQL
  • Advanced SQL Functions
  • Advanced SQL Queries
  • Advanced Tableau Functions
  • Advanced Tableau Applications
  • Tableau Storytelling

Advanced Data Analytics Course Details

Our Advanced Data Analytics course, exploring AI methodologies, advances upon the foundational teachings of our Data Analytics Bootcamp, delving into advanced Excel, SQL, and Tableau techniques to tackle genuine challenges and elevate storytelling through visualization. Prior experience or knowledge with data analytics concepts is required.
Advanced Data Analytics Course Details - Vertical Institute

Online classes via Zoom


7 Lessons, 3 hours each session


1 Instructor + TA supports

Course Fee & Government Subsidies

Pay even less or 0 cash with government subsidies 🎉

Singaporeans aged 40 and above

Course Fee $1,798.5
70% IBF Subsidy 🎉 - $1,155
SFC Credits 🎉 - $643.5
Amount to Pay $0

Singaporeans aged
below 40

Course Fee $1,798.5
50% IBF Subsidy 🎉 - $825
SFC Credits 🎉 - $973.5
Amount to Pay $0


Course Fee $1,798.5
50% IBF Subsidy 🎉 - $825
Amount to Pay $973.5


All Singaporeans aged 25 years old and above can use their SkillsFuture Credits to fully offset the remaining fees.


In addition, NTUC members can utilize UTAP to offset 50% of remaining fees (capped up to $500 per year).

Upcoming Advanced Data Analytics Course Schedules

Choose from our flexible course schedules outside working hours. We have timeslots available on weekday evenings or weekends.

Meet our Instructors

Learn Advanced Data Analytics live from industry experts for real-world insights.
Instructor Profile


Analyst @ Google

Master’s in IT Business (Analytics) Singapore Management University

Instructor Profile


Data Analyst @ Foodpanda

Bachelor’s in Mathematical Science Nanyang Technological University

Instructor Profile


APAC Fraud Lead @ Stripe

Double Bachelor’s in Acc & Biz Nanyang Technological University

Instructor Profile


Data Scientist @ Standard Chartered

Master’s in Computing National University of Singapore

Instructor Profile


Chief Technology Officer @ Worq Health

Masters in Knowledge Engineering, NUS BEng in Aerospace Engineering, NTU

Instructor Profile


Analytics Consultant @ SIFT Analytics

Bachelor’s in Engineering Singapore University of Technology & Design

Instructor Profile

Hong Lin

Head of Bus. Intelligence @ Ant Financial

M.Sc, Bachelor’s in Engineering Nanyang Technological University


Advanced Data Analytics Course Curriculum

Master the fundamentals of Advanced Data Analytics through our comprehensive and hands-on curriculum.


As a VI student, you will be given access to online learning materials in our e-learning portal.

To get you ready for learning, this essential pre-work will familiarise you with the basics of the key concepts and tools we will be using throughout the course.

Although you will learn these topics remotely before you arrive in class, you won’t be far away from the resources of the VI community. Make use of our Telegram channel to leverage connections with students, alumni, instructors and experts. At the end of your pre-work, you’ll be ready for the fast pace on campus!

After the course, you can choose to participate in follow-up sessions with your instructor, either in a group and/or individually, included as part of the course fee.

Module 1: Advanced Excel


  • Introduction To The Course
    • Course Contents
    • Introduction
    • Data Analysis Workflow
    • Data Analyst Role
  • Data Cleaning in Excel
    • Dealing with Errors & Missing Values
    • Converting Texts to Columns
  • Advanced Operations in Excel
    • Data Formatting using TEXT
    • Conditional Statements
    • Index & Match

Module 2: Introduction to Advanced SQL


  • Introduction to Advanced SQL
    • Database Connection
    • Review of SQL Fundamentals
    • Advanced Comparison Operators
    • Data Cleaning
    • Advanced Joins

      Module 3: Advanced SQL Functions


      • Window Function Explained
        • OVER
        • PARTITION BY
        • ORDER BY
      • Window Function Types
      • Offset rows using LAG(), LEAD()
      • Rank rows with RANK(), DENSE_RANK()
      • Indeex rows with ROW_NUMBER()

      Module 4: Advanced SQL Queries


      • Introduction to Subqueries
      • Subquery Types
      • Manage complex queries with Common Table Expressions (CTEs)
      • Write looping queries using Recursive Statements

      Module 5: Advanced Tableau Functions


      • Introduction to Advanced Data Visualisation
      • Review of Tableau Fundamentals
      • LOD (Level of Detail) Calculations
      • Advanced String Manipulation
      • Advanced Date Formatting

      Module 6: Advanced Tableau Applications


      • Advanced Filters
      • Dynamic Dashboard Actions
      • Predictive Analytics in Tableau
      • Explaining the unknown with Regression
      • Forecasting the Future with Time Series
      • Discover meaningful segments with Clustering

      Module 7: Tableau Storytelling


      • Capstone Project Discussion
      • Principles of Storytelling
        • Ask the Right Questions
        • Create a Storyline with a Climax
        • Tell a story through Tableau Storyboard
      • Industry landscape/Opportunities

      The Capstone Project

      Participants will be required to address a data-related problem using a real-world dataset. You will acquire a real-world dataset, then prepare, clean, and analyse it to draw meaningful conclusions.

      The individual open-book capstone project will culminate your learning by applying the new tools and concepts learnt to create a portfolio project that includes:

      • A summary of the data acquisition, cleaning, and parsing stages.
      • A clear visualisation or dashboard that displays insights both numerically and graphically.
      • A description of high-level insights and resulting actions that are relevant to key stakeholders.

      View our alumni portfolio projects.

      How to Apply in 3 Simple Steps

      Step 1 Indication Step 1

      Select Class Schedule

      Choose convenient classes on evenings or weekends.

      Next Step
      Step 2 Indication Step 2

      Calculate Your Subsidies

      Fill out the form to calculate your government subsidies.

      Next Step
      Step 3 Indication Step 3

      Pay $50 Deposit To Secure Your Spot

      Instead of paying the full fee, place a small deposit to secure your slot.

      8 Reasons to Learn Advanced Data Analytics with Vertical Institute

      Reasons to Learn Cybersecurity - Vertical Institute

      🌱 Beginner-Friendly

      Upskill with our Data Analytics even with no prior background or experience.

      🧑‍🎓 Professional Certificate

      Gain an accredited and recognised course certification in Singapore.

      💻 Expert-led Learning

      Learn concepts and tools through expert-led lectures, discussions and project work.

      👨‍💻 Hands-on Training

      Full hands-on training using industry tools in real-lift scenarios.

      💬 Out of Class Support

      Get out of class supports from teaching assistants and instructor.

      📚 Lifetime Resource Access

      Unlock lifelong learning with access to course materials and support.

      🤝 Community Benefits

      Be part of the VI community and leverage connections with alumni and experts.

      ⭐️ Career Support

      Dedicated career support and job matching with hiring partners.

      Get Certified in Advanced Data Analytics

      Advanced Data Analytics Certificate - Vertical Institute
      Upon successful completion of this IBF-accredited bootcamp, you will be awarded a data analytics certification recognised by employers in Singapore. VI alumni can use their course certificate to demonstrate skills to employers and their network.

      Pro Tips: Show your certification on LinkedIn to enhance your professional image and attract potential employers.

      Job Placement Assistance

      Vertical Institute offers Job Placement Assistance to graduates that have successfully completed any of our courses.

      Vertical Institute

      Over 1000 hiring partners

      Vertical Institute

      Land internship & industry opportunities

      Vertical Institute

      Apply your new skills learnt

      What Our Students Say About the Advanced Data Analytics Course

      Hear directly from our graduates about their Advanced Data Analytics course experience.


      Data Analytics Alumni

      Company Logo

      Rahim Mohammad

      Data Analytics Alumni

      Social Media Logo

      The hands-on project was a game-changer, allowing me to tackle real-world data challenges. From analyzing trends to predicting customer behaviour, I've learned how data-driven insights power smart decision-making. 🌐💡

      A huge shoutout to our amazing instructors at Vertical Institute for the support. 🙌🤝


      Andy Tan

      Data Analytics Alumni

      Social Media Logo

      I am glad to have completed the Data Analytics Bootcamp by Vertical Institute!

      It was truly a wonderful learning experience for me personally, especially since I was able to work directly on tools such as Excel, SQL and Tableau. Such hands-on experience allowed me to think critically about how best we can present insights through data visualization.


      Nur Faraha Natasha Ibrahim

      Data Analytics Alumni

      Social Media Logo

      I am thrilled to announce that I have successfully completed a comprehensive Data Analytics certificate program! 📊💻 and obtained a new certification: Data Analytics Bootcamp from Vertical Institute!

      Had a great learning experience through hands-on approach on SQL Queries and data visualization via Tableau. Creating interactive data visualisation 📈 📉 and dashboard to deliver findings and convey message easily.

      As Featured on Channel NewsAsia with the Prime Minister Lawrence Wong

      Vertical Institute Instructor Clarence chats with Prime Minister Lawrence Wong on upskilling.

      Advanced Data Analytics Course FAQs

      What is Advanced Data Analytics?

      Going beyond basic data analysis, advanced data analytics focuses on utilising sophisticated methods and tools that goes a step further in helping companies extract valuable insights and conclusions that drive improvement in their future operations.

      By applying advanced functions and formulas, data analysts can gain a deeper understanding of the data at hand, such as uncovering hidden relationships, identify trends, and develop predictive models which tell a story using data visualisation tools that contribute to the future success of businesses.

      Are there course fee subsidies available?

      Yes, you can receive up to 70% funding support from The Institute of Banking & Finance (IBF) for our IBF-accredited programmes. The balance course fees (after subsidy) can be offset using your SkillsFuture Credits or NTUC UTAP funding.

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

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

      For more information on the funding support, please visit: https://www.ibf.org.sg/home/for-individuals/skills-and-jobs-development/training-support/IBF-STS

      Can I use SkillsFuture Credits to pay for the remaining course fee after funding?

      Yes. For self-sponsored Singaporeans aged 25 years old and above, you can use your SkillsFuture Credits to offset the remaining course fees after funding. This means that you do not need to pay any cash.

      After you have registered for a course, a VI representative will reach out to guide you with the SkillsFuture Credits claim application.

      Can NTUC Union members use UTAP to offset the remaining course fee after funding?

      Yes, all our courses are eligible for Union Training Assistance Programme (UTAP) Funding. NTUC Union members can use UTAP to offset 50% of unfunded course fees (capped at $500 per year).

      This claim must be done after completion of the course. Please refer to the UTAP FAQ for more information.

      Can I use SkillsFuture Credits and UTAP at the same time?

      Yes, you can utilise both at the same time. UTAP can only be applied after SFC has been applied.

      For illustration purposes only:Vertical Institute Updated Calculation

      Am I eligible for IBF funding support?

      The IBF funding support works on a nett fee model. This means that the subsidy is applied upfront, and you will only need to pay the balance course fees after the subsidy. For example, if you are eligible for 70% subsidy, you only need to pay the remaining 30% upfront.

      To be eligible, you’ll have to meet the following prerequisites.

      For Self-Sponsored:

      All Singaporeans or Singapore Permanent Residents (PRs) that are physically based in Singapore and successfully complete the course will be eligible.

      • Be a Singaporean Citizen or PR based in Singapore
      • Minimum of 75% attendance (this means that you must attend at least 6 out of 7 lessons)
      • Pass the final assessment

      Any balance course fees can be offset using your SkillsFuture Credits & NTUC UTAP funding.

      For Company-Sponsored:

      • Be from Financial Institutions that are regulated by the Monetary Authority of Singapore (MAS) (either licensed / exempted from licensing) or Fintech companies that are registered with the Singapore Fintech Association.
      • Be a Singaporean Citizen or PR physically based in Singapore
      • Minimum of 75% attendance (this means that you must attend at least 6 out of 7 lessons)
      • Pass the final assessment

      Are there instalment plans available?

      We offer interest-free instalment plans to ensure tech education is accessible to all Singaporeans and PRs. You may reach out to our admissions team for more information via:

      Email: [email protected]
      Phone: 6950 7023

      Are there any pre-requisites for this course?

      Participants are required to have prior knowledge or experience in data analytics before attending this bootcamp. Otherwise, participants are recommended to complete the basic Data Analytics Bootcamp first.

      Is there a data analytics certificate granted at the end of the course?

      Upon successful completion of this IBF-accredited course, participants will be awarded a data analytics certification recognised by employers in Singapore. VI alumni use their course certificate to demonstrate skills to employers and their LinkedIn network.

      Our programmes are well-regarded by top companies, who contribute to our curriculum and use our courses to train their own teams.

          What is Tableau?

          Tableau is one of the most powerful and fastest growing data visualisation tools used in the Business Intelligence industry. It helps in simplifying raw data into easily understandable formats to derive actionable results. It is becoming one of the most useful tools for any business organisation. 

          It has an easy to use drag and drop interface to build beautiful visualisations easily and in a short amount of time.  Visit the Tableau Public Gallery to see beautiful real world projects by Tableau users.

              What is SQL?

              Structured Query Language (SQL) is the standard and most widely used programming language for relational databases. It is used to manage and organise data in all sorts of systems in which various data relationships exist. SQL is a valuable programming language with strong career prospects.

                  What softwares do I need to download?

                  In the data analytics course, you will be learning 3 key industry tools: Excel, SQL and Tableau.

                  You will need to have your own personal laptop/PC to attend the bootcamp.

                  The SQL portion will be web-server based, hence no installation is required. You will only need to download Tableau Public, which is free and easy to download.

                  Your instructional team will guide you step-by-step on the installation process.

                  What if I cannot attend a class?

                  If you miss a lesson, you are allowed to attend a makeup class. This would be the corresponding class of another intake that same week, subject to availability. If you cannot make it for the makeup class, then you can simply watch the recorded lesson video.

                  Your attendance is only counted if you attend a makeup class.

                  Why are data analytics skills relevant today?

                  ‘Singapore Tech Salaries May Soar Up to 30% in Two Years’ – The Straits Times, 2022

                  As market competition stiffens, top organisations are turning to data analytics to identify new market opportunities and provide insights to make critical business decisions.

                  To thrive in today’s business landscape, it is crucial to pick up industry tools such as Excel, SQL, and Tableau. Learn how to analyse and make insightful conclusions from raw data. Develop visualisation skills to create dashboards and effectively share your findings. 

                  With data analytics skills, you will gain an in-demand and marketable skillset that can be applied to virtually any industry or profession.

                  Kickstart a career in Data Analytics with the beginner-friendly Data Analytics Bootcamp by Vertical Institute. The course allocates 3-4 instructional team members per class to ensure dedicated peer and mentor support for your Data Science journey. You will graduate with an IBF-accredited Data Analytics certification, as well as a polished, portfolio-ready project to showcase your analytical and visualisation skills.

                  What are the other in-demand courses at Vertical Institute?

                  Apart from the Advanced Data Analytics Course, Vertical Institute presents numerous in-demand courses in Singapore. These are additional pathways that you can consider to carve out a career in the tech industry.

                  1. Data Analytics Course
                  2. Cybersecurity Course
                  3. Digital Marketing Course
                  4. Blockchain & Cryptocurrency Course
                  5. UX Design Course
                  6. Data Science Course

                  With these resources, students have the opportunity to cultivate their tech skills and set a strong foundation for a successful career in the ever-evolving technology industry. Singaporeans and PRs are eligible for government course subsidies at Vertical Institute.

                  Join the Advanced Data Analytics Course Today!

                  Take your data analytics expertise to the next level with Vertical Institute’s Advanced Data Analytics course. Enrol now and become an advanced data analytics professional!

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