Advanced Data Analytics
Bootcamp
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Understanding the government subsidies
Our Data Analytics course graduates come from industry-leading companies.
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Possible Career Pathways for Data Analytics:
Advanced Data Analytics Course Details
Our Data Analytics course boasts graduates from organisations such as GIC, GovTech, LinkedIn, JP Morgan, and more.
Class Details and Support
7 lessons, 3 hours each lesson
Online classes via Zoom
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 Advanced Data Analytics course
Beginner-Friendly
Learn new concepts and tools through expert-led lectures, discussions, assignments and project work.
Professional Certificate
Gain an accredited Data Analytics Certification in Singapore.
Personalised Feedback
Receive individualised feedback and support from your instructional team with free 1-on-1 consultations.
Community Benefits
Be part of the VI community where members can leverage connections with alumni, instructors and experts
Career Support
Dedicated career support and matching with hiring partners
Hands-on Training
Fully hands-on training with industry tools
Capstone Project
Apply what you’ve learned to create a capstone project solving a real-world data problem
Advanced Data Analytics Course 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: Advanced Excel
Tutorials:
- 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
Tutorials:
- Introduction to Advanced SQL
- Database Connection
- Review of SQL Fundamentals
- Advanced Comparison Operators
- Data Cleaning
- Advanced Joins
Module 3: Advanced SQL Functions
Tutorials:
- 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
Tutorials:
- Introduction to Subqueries
- Subquery Types
- Manage complex queries with Common Table Expressions (CTEs)
- Write looping queries using Recursive Statements
Module 5: Advanced Tableau Functions
Tutorials:
- 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
Tutorials:
- 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
Tutorials:
- 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.
Course Fee & Government Subsidies
Upskill with ease, take course fees off your mind with government subsidies.
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).
Advanced 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
Select Class Schedule
Choose convenient classes on evenings or weekends.
Calculate Your Subsidies
Fill out the form to calculate your government subsidies.
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
Analyst @ Google
Master’s in IT Business (Analytics)
Singapore Management University
Lindsay
Data Analyst @ Foodpanda
Analytics Lead and Speaker in Data Science and Analytics
Bachelor’s in Mathematical Science
Nanyang Technological University
Beverly
APAC Fraud Lead @ Stripe
Double Bachelor’s in Acc & Biz
Nanyang Technological University
Stan
Data Scientist @ Standard Chartered
Master’s in Computing
National University of Singapore
Zane
Chief Technology Officer @ Worq Health
Masters in Knowledge Engineering, NUS
BEng in Aerospace Engineering, NTU
Sifat
Analytics Consultant @ SIFT Analytics
Bachelor’s in Engineering Singapore
University of Technology & Design
Hong Lin
Head of Business Intelligence @ Ant Financial
M.Sc, Bachelor’s in Engineering
Nanyang Technological University
Job Placement Assistance
Vertical Institute offers Job Placement Assistance to graduates that have successfully completed any of our courses.
Over 1000 hiring partners
Land internship & industry opportunities
Apply your new skills learnt
Frequently Asked Questions
Have a few questions? Arrange a quick call with us anytime.
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?
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?
For illustration purposes only:
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?
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?
- Data Analytics Course
- Cybersecurity Course
- Digital Marketing Course
- Blockchain & Cryptocurrency Course
- UX Design 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.
Got another question?
Are you ready to skyrocket your career and income potential? 🚀
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! 🎉
Featured on
As Featured on Channel NewsAsia with the DPM Lawrence Wong
Vertical Institute Instructor Clarence chats with DPM Lawrence Wong on upskilling.
VI asks the Finance Minister
Vertical Institute Instructor Clarence chats with DPM Lawrence Wong on upskilling.
VI Alumni Marcella Tang
Marcella develops her tech skills and career transitions into a tech role.
VI Alumni Huziah M Yusof
Huziah gained confidence to pick and learn in-demand skills regardless of age.
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.
