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Data Analytics Bootcamp

In 21 hours, learn Excel, SQL and Tableau from expert data analysts in Singapore.

Government Subsidies Available:

Our Data Analytics course graduates come from industry-leading companies.

Data Analytics skills command a salary premium

Data Analytics Course Singapore - Vertical Institute

Data Analytics is an integral part of every business in Singapore. To thrive in today’s business landscape, it is crucial to learn how to leverage data to make critical business decisions. Learn industry tools: Excel, SQL and Tableau to analyse big data and create dashboards and visualisations to share your findings.

“The data industry has seen rapid growth in Singapore, and the need for data management and interpretation has increased the demand for skilled professionals.”

Possible Career Pathways for Data Analytics:

Data Analyst
Head of Data
Data Quality Analyst
Business Intelligence Analyst
Quantitative Analyst
Market Research Analyst
Financial Analyst
Data Architect
Data Visualization Specialist
Reporting Analyst
Data Consultant

Data Analytics Course Details

Vertical Institute’s Data Analytics course in Singapore is designed to equip individuals with the most in-demand skills and best practices in data analytics, covering industry tools: Excel, SQL and Tableau. Participants will culminate their learning by developing a capstone project to solve a real-world big data problem in the fintech industry.

Our graduates from this Data Analytics course include individuals from GIC, GovTech, LinkedIn, JP Morgan, UBS, Citibank, Oracle, Lazada, ExxonMobil, and more.

Class Details and Support

Vertical Institute

7 lessons, 3 hours each lesson

Vertical Institute

Online classes via Zoom

Vertical Institute

1 Instructor, 1-2 Teaching Assistants

Live Q&A sessions

Close mentorship and guidance from instructors

Weekly free consultation slots

Capstone project feedback from instructor

Out of class support from TAs and instructor

Benefits of taking VI’s Data Analytics course

Vertical Institute

Beginner-Friendly

Upskill with our Data Analytics course without no prior background or experience.

Vertical Institute

Professional Certificate

Gain an accredited Data Analytics Certification in Singapore.

Vertical Institute

Expert-led Learning

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

Vertical Institute

Personalised Feedback

Receive individualised feedback and support from your instructional team with free 1-on-1 consultations.

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Capstone Project

Apply what you’ve learned to create a capstone project solving a real-world data problem

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Community Benefits

Be part of the VI community where members can leverage connections with alumni, instructors and experts

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Career Support

Dedicated career support and matching with hiring partners

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Hands-on Training

Fully hands-on training with industry tools

Data Analytics Course Curriculum

Acquire the fundamental skills in Data Analytics with our comprehensive and hands-on curriculum.

Pre-Work

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: Data Analysis & Excel Fundamentals

Tutorials:

  • Introduction To The Course
  • The Data Analysis Process
  • Introduction To Data Visualisation
    • Pre-attentive vs Attentive Processing
    • Good And Bad Visualisation Practices
  • Data Referencing, Aggregation And Analysis With Excel
    • VLookup
    • Pivot Table
    • Pivot Chart

Module 2: Introduction to SQL & Databases

Tutorials:

  • Introduction To SQL & Databases
  • Database Connection
  • SQL Syntax
  • SQL Aggregation Functions
    • Count, Sum, Group By, Having and Where

Module 3: SQL Fundamentals

Tutorials:

  • Combining Data in SQL
    • JOIN Function
    • Inner, Outer, Left, Right and Full JOINS
    • UNION Function
  • Applying SQL Functions
    • String, Math & Date Functions
  • Using Logic In SQL
    • Conditional Expressions

Module 4: Data Visualisation Fundamentals

Tutorials:

  • Introduction To Data Visualisation
  • Data Visualisation Tools In The Industry
  • Introduction to Tableau
  • Charts & Table Calculations
    • Bar Chart
    • Quick Table Calculations
    • Line Chart
    • Area Chart

Module 5: Data Analysis With Tableau

Tutorials:

  • Data Analysis Techniques With Tableau
  • Segmentation Analysis
    • Groups, Sets
    • Difference between Groups & Sets
    • Combine Sets
    • Bins
  • Investment Scenario & What-If Analysis

Module 6: Dashboards & Storytelling With Tableau

Tutorials:

  • Dashboard Creation & Storytelling
  • Investment Analysis Dashboard
  • Create Maps
  • Interactive Dashboards
  • Table Calculations

Module 7: Advanced Tableau & Capstone Project

Tutorials:

  • Advanced Analytics With Tableau
    • Data Blending
    • Scatter Plot Animation
    • Level Of Detail (LOD)
    • Tableau Server
  • Capstone Project Discussion

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.

Course Fee & Government Subsidies

Upskill with ease, take course fees off your mind with government subsidies.

Vertical Institute
Vertical Institute

Pay even less or 0 cash with additional support:

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

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

Data Analytics Course Schedules

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

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.

Meet our Instructors

Learn Data Analytics live from industry experts for real-world insights.
Clarence
Google
Lindsay
FoodPanda
Beverly
Stripe
Stan
Standard Chartered
Zane
Worq Health
Sifat
Sift
Hong Lin
Ant Financial

Our Alumni Speak: Success Stories from Our Bootcamp

Hear from our graduates who have made remarkable career strides post-bootcamp.

Currently working at Amazon Web Services (AWS), this course has equipped me with Data Analytics skills needed for my tech career!

Marcella Tang

Ratings

A friend of mine introduced me to Vertical Institute Data Analytics course in November. I went into the course with zero knowledge on Data Analytics and came out a month later, feeling accomplished and exhilarated to have been on this learning journey. I am especially thankful towards the instructors who are skillful at organising resources to make sure it is available and accessible and patient at guiding us. I strongly recommend the course for anyone who is interested in exploring and learning more about Data Analytics and Data Visualisation.

The course was not mundane as compared to other courses I've been to. Lindsay was very knowledgeable about the course and hands-on. The course was catered in a way to make us who have no background at all in Data Analytics understand easily. Theron was helpful and quick to respond to any technical issues faced during the course duration. Thank you for all the efforts!

It has been a wonderful learning experience at VI, I gained so much knowledge and insight from basically zero knowledge, and I found myself enjoying Data Analytics (SQL & Tableau), and gaining confidence in whatever I have learnt! It was a truly exhilarating experience. It is well worth the time, effort, as well as the money spent, as there are lots of subsidies!

The bootcamp provides a robust groundwork for essential knowledge and tools essential for progressing in your career as a data analyst. The instructors are consistently available and supportive, encouraging questions and going the extra mile to ensure complete comprehension. Even if you lack prior experience in data analysis, they guide you through the learning process, with the main challenge being the need for daily practice to master the skills. I wholeheartedly recommend this program as an excellent starting point for individuals of all ages.

I recently completed a data analytics course, and I must say it exceeded my expectations in every aspect. I appreciate how the course was structured to accommodate various learning styles. Whether you're a beginner or someone with some prior experience in data analytics, the course offers a clear learning path that can be tailored to individual needs. I highly recommend this data analytics course to anyone looking to enhance their skills in this field.

I recently completed the Data Analytics Bootcamp, and I can't express how thrilled I am with the overall experience. This program exceeded my expectations.The hands-on projects were especially valuable, allowing me to apply what I learned in a practical setting. I highly recommend this Data Analytics Bootcamp to anyone looking to get a head start in the field. Thank you to the team for a positive learning experience.

Job Placement Assistance

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

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Over 1000 hiring partners

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Land internship & industry opportunities

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Apply your new skills learnt

Terms and conditions apply. Find out more.

Frequently Asked Questions

Have a few questions on your mind? you can arrange a quick call with us anytime.

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 Credit to offset the remaining course fees after IBF funding.

To check your SkillsFuture credit balance, please follow these steps:

  1. Go to https://myskillsfuture.gov.sg
  2. Click on ‘Submit SkillsFuture Credit Claims’
  3. Login with your SingPass
  4. Click on the arrow (>) at the top right hand corner. You will be able to see a drop-down list of your Available SkillsFuture Credits.
  5. Please note that our bootcamps are not eligible for “Additional SkillsFuture Credit (Mid-Career Support)’. You will only be able to use available credits from ‘SkillsFuture Credit’ and ‘One-off SkillsFuture Credit Top-Up’.

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 SkiilsFuture Credits and UTAP

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?

This program is suitable for beginners with no pre-requisites.

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

              What is Data Analytics?

              Data analytics encompasses the systematic process of collecting, transforming, organising, analysing, and interpreting data to derive meaningful insights that enable enhanced decision-making. This intricate field employs a myriad of techniques and tools, necessitating that data analysts possess robust knowledge of statistics, machine learning, and predictive modeling. While data analytics stands as a potent resource for businesses, it is imperative to wield it ethically and responsibly.

              Below are some of the salient benefits that data analytics can bestow upon businesses:

              Enhanced Customer Service:

              Data analytics allows businesses to discern customer trends and preferences, empowering them to refine and elevate their customer service initiatives.

              Streamlined Operations:

              Through data analytics, businesses can pinpoint areas ripe for improvement within their operations—whether that involves cost reduction or boosting efficiency.

              Informed Strategic Decisions:

              Data analytics aids businesses in making astute strategic decisions, such as recognising emerging market opportunities or evaluating the potential risks associated with launching a new product.

              Competitive Edge:

              Data analytics can furnish businesses with unique insights, granting them an edge over competitors who lack access to such valuable information.

              “The rise of the digital economy will drive up the demand for tech jobs – among others, we will need data analysts, software developers, infrastructure architects, and cyber security engineers.”
              – Manpower Minister Tan See Leng, 16 Dec 2021

              Got another question?

              Are you ready to skyrocket your career and income potential? 🚀

              Be contacted by our Team Today - Vertical Institute

              Without the right qualifications, standing out in Singapore’s competitive job market becomes a challenge. With Vertical Institute, you can get certified in high-demand tech skills in just 21 hours! 🕒

              Get in touch to find out more today! 🎉

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              As Featured on Channel NewsAsia with the DPM Lawrence Wong

              Vertical Institute Instructor Clarence chats with DPM Lawrence Wong on upskilling.

              CNA
              Mothership
              ZaoBao SG
              Today
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              Our instructors and students come from top companies

              At Vertical Institute, we unite a diverse community of learners and instructors from global industry leaders. Our courses offer a unique chance to learn from experts, network with professionals, and gain insights from top-tier organizations.

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              Our instructors and students come from top companies - Vertical Institute

              Join the Data Analytics Course Today!

              Elevate your skillset with Vertical Institute’s Data Analytics course, and learn to harness the power of data for insightful decision-making. Increase your employability and unlock higher salary prospects in just 21 hours of expert-led training. Secure your spot and get certified – your future as a data analytics professional awaits.