🎉 Stay safe and learn from the convenience of your home. All classes are conducted virtually. 🧑‍💻

Best Data Analytics Tools To Learn In 2022

by | Apr 5, 2022 | Blogs | 0 comments

If you are looking to upskill yourself with data analytics, these are a list of the best data analytics tools to learn in 2022:

Tableau Public

Tableau Public is a great way to get started with data analytics in Singapore. Tableau Public is a free software that allows you to create data visualizations, maps and dashboards and upload your work on the Tableau Public web gallery. Its drag-and-drop interface is easy and intuitive to use and has a wide variety of features to expose a beginner to the different use-cases for different visualizations. Furthermore, you can create complex visualizations without having to know programming, which could make it easier to pick up for those of us who are just starting out. Discover some of Vertical Institute’s past student works from our Tableau data analytics course in Singapore.


Database manipulation is the cornerstone of data analytics, allowing you to better leverage the data to gain more in-depth insights. SQL allows you to make use of multiple databases manipulation and also allows you to work with relational databases. SQL allows you to communicate a wide variety of instructions to databases and manipulate data in seconds, making it a powerful tool for creating valuable dashboards. Due to its ability to communicate directly with databases, SQL is an excellent intermediary between the target audience of data analytics and the more complex and more cryptic data storage systems, which is why it is a highly sought-after tool that you should be looking into learning right from the beginning of your data analytics journey. 


Python is definitely the analytics tool that beginners should look into learning if they wish to gain more exposure to data analytics through programming. Although there is a bit of a learning curve, learning Python is relatively easy as its syntax prioritizes readability, making it easier to understand. Python also has many different well-documented libraries that can be used for different fields of data analytics, ranging from modeling using the ‘sklearn’ library to conducting natural language processing using the ‘spacy’ library. Discover some of Vertical Institute’s past student works from Vertical Institute’s Python course in Singapore.

Top Data Analytics and Data Science Courses in Singapore

If you would like more guidance on learning these tools, grab a spot at our Data Analytics Bootcamp and Data Science Bootcamp. Our data analytics course is taught directly by data analysts from tech giants, such as Google, Alibaba, Gojek and more. Learn Excel, SQL and Tableau for your career today!

About Vertical Institute

Vertical Institute prepares individuals for the jobs of tomorrow. We specialise in teaching in-demand skills, building the next generation of changemakers and inventors through our world-class tech courses and certifications. 

Singaporeans and PRs can receive up to 90% IBF Funding off their course fees with Vertical Institute. The remaining fees can be claimable with NTUC UTAP Funding or SkillsFuture Credits.

Recent Posts

Starting a Career in Data Analytics

A data analyst gathers a vast amount of data, cleans, and interprets the information for organisations. This helps managers to make strategic decisions, propelling their businesses forward. Looking for a mid career switch to data analytics, or to start a career in...

All You Need To Know About IBF-STS Funding Changes in 2023

In recent years, technological advancements have drastically changed the way in which we work. Various types of businesses, regardless of its industry and size, are seeing a growing trend of utilising data and machine learning to improve their operations. Thus, to...

The Data Analysis Checklist that Every Beginner Needs

Before we dive into the specifics of data analytics, let’s revisit the concept of it. Data analytics involves the collection and cleaning of raw data in order to extract information and generate valuable insights that help companies make informed data-driven...

5 Tips For Your Mid Career Switch

A mid career switch is to pursue a different role outside your current occupation. As you go further in your career, your interests and priorities may change. If you feel unsatisfied with your current job, it might be time to consider a career switch. With this, you...