Advanced Data Analytics Course
Struggling to keep up with competition in the job market? Master Excel, Tableau, and SQL at an advanced level to lead data-driven decision-making and elevate your career.
Pay little or no cash with government subsidies:
Our Data Analytics course boasts graduates from industry-leading organisations
For Corporate Enquiries
Contact UsLearn Advanced Data Analytics with Vertical Institute
Who is This Course For
All 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.
Aspiring Data Analysts
Open doors to exciting opportunities and dive deep into analytics with Advanced Data Analytics skills.
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 Data Analytics Course Details
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
Singaporeans aged below 40
Permanent Residents
SFC
All Singaporeans aged 25 years old and above can use their SkillsFuture Credits to fully offset the remaining fees.
UTAP
In addition, NTUC members can utilize UTAP to offset 50% of remaining fees (capped up to $500 per year).
Have questions? Read FAQs or Contact Us.
Advanced Data Analytics Course Curriculum
Master the fundamentals of Advanced Data Analytics through 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: 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.
Upcoming Advanced Data Analytics Course Schedules
Meet our Instructors
Clarence
Senior Data Analyst @ Google
Master’s in IT Business (Analytics) Singapore Management University
Lindsay
Lead Data Scientist - Bytedance
Bachelor’s in Mathematical Science Nanyang Technological University
Beverly
APAC Fraud Lead @ Stripe
Double Bachelor’s in Acc & Biz Nanyang Technological University
Stan
Lead Data Scientist - Citi
Master’s in Computing National University of Singapore
Zane
Director, Generative AI (APAC) - Manulife
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 Bus. Intelligence @ Ant Financial
M.Sc, Bachelor’s in Engineering Nanyang Technological University
How to Apply in 3 Simple Steps
Select Class Schedule (1/3)
Choose convenient classes on evenings or weekends.
Calculate Your Subsidies (2/3)
Fill out the form to calculate your government subsidies.
Confirm Your Spot With Just $100 (3/3)
Instead of paying the full fee, place a small deposit to secure your slot.
8 Reasons to Learn Advanced Data Analytics with 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-life 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.
15,000+
Alumni graduated
#1
Most reviewed
4.9 / 5
Overall rating
100+
Hiring partners
Get Certified in Advanced Data Analytics
Upon successful completion of this IBF-accredited course, 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.
Over 100 hiring partners
Land internship & industry opportunities
Apply your new skills learnt
What Our Students Say About the Advanced Data Analytics Course
Rahim Mohammad
Data Analytics Alumni
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
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
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.
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?
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?
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?
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?
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?
Email: contact@verticalinstitute.com
Phone: 6950 7023
Are there any pre-requisites for this course?
<span style=”color: #333333;”><span>Participants are required to have prior knowledge or experience in data analytics before attending this bootcamp. Otherwise, participants are recommended to complete the basic </span><span><a href=”https://verticalinstitute.com/data-analytics/”>Data Analytics Bootcamp</a></span><span> first.</span>
</span>
Is there a data analytics certificate granted at the end of the course?
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 course.
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?
Your attendance is only counted if you attend a makeup class.
Why are data analytics skills relevant today?
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
- Data Science Course
- Generative AI 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!
Stand out in today’s competitive job market with in-demand skills and certification from Vertical Institute’s Advanced Data Analytics course.
Over 2000+ learners have enrolled
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Understanding the government subsidies
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Book a call with our team
Discuss your career goals
Decide which course is the best for you
Understanding the government subsidies