Reaching your career goals can take a lot of effort—especially if your goals involve entering a highly technical field like data science.
One of the best ways to get your foot in the door when it comes to a data science career is by taking a course. But with so many data science courses available in Singapore, choosing one can be tough.
At NodeFlair, we’re committed to making your job search as straightforward as possible by connecting you with opportunities, information, and resources. So, to that end, we thought we’d help out Singapore’s future data scientists by putting together this list of the best data science courses around.
Let’s get started!
Disclaimer: This blog post is not sponsored. NodeFlair has independently researched and compiled a list of the best data science courses available in Singapore, based on our own analysis and expertise. We do not receive any compensation or benefits from any of the courses or institutions mentioned in this post. Our goal is solely to provide useful information to aspiring data scientists in Singapore.
Data science is a multifaceted discipline that leverages statistics, advanced analytics, artificial intelligence (AI) & machine learning (ML), and programming to transform an organization’s data into actionable insights that guide decision-making.
When we talk about “data” in the context of data science, we’re talking about the full spectrum of data points that are available to an organization, including:
The goal is to help companies identify patterns, make predictions, and draw conclusions that help them create better products, services, and marketing strategies.
Demand for data scientists is high in Singapore, which means there’s an abundance of job opportunities for professionals with the right qualifications. Plus, there are a ton of different roles data scientists can choose from, including:
You can search for all these different roles (and more) on NodeFlair to see just how many options Singapore-based data scientists have open to them.
Data science is useful in almost every industry. That means data scientists have the freedom to choose the industry that they connect with. It’s a versatile role that’s relevant for any business that collects and analyses data, including:
Data scientists can work from almost anywhere — all they need is a computer and an internet connection. That opens up a ton of alternative working arrangements, including:
Data science salaries are quite high. In Singapore, they currently range from $81,000 and $150,000 per year on average, depending on the role, company, and level of experience. Plus, you can also negotiate better pay using those numbers as a benchmark.
The point is, there’s a lot of earning potential in the data science field.
When you’re picking a data science course, make sure it's relevant to the current state of the field. Look for updated curriculums that cover the subjects and topics that companies are actually looking for in new hires.
If you’re not sure what those are, read data scientist job descriptions to get a sense of what a well-rounded, modern skill set looks like.
Data scientists require a range of different skills, so the course you choose needs to cover a lot of ground if it’s going to get you up to speed.
Look for the following skills as a good starting point:
When considering a data science course, it’s always important to check their placement record. The course ideally offers placement opportunities or assistance when it comes to landing a data science job. Check their reviews to see whether they help with placements, and if so, how successful they are.
Vertical Institute offers a data science bootcamp that covers machine learning, Python coding, and AI. You can learn how to create predictions using data and AI from some of the top data scientists in Singapore.
The program concludes with a practical project that involves creating a predictive model that solves a data problem—great for demonstrating your skills to employers. Plus, as a student, you’ll get access to a bunch of Vertical Institute’s online learning resources.
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Course Type: Bootcamp
Duration: 7 online lessons (3 hours per lesson) via Zoom with flexible time slot options (weekday evening or weekend). Each lesson is with 1 teacher and 2 or 3 teaching assistants.
Certifications: Accredited Data Science Certification in Singapore
Price: There are three pricing options:
Lithan Academy offers a professional data science course that covers machine learning, data prediction, data visualization, and data analysis.
During the course, you will gain hands-on experience with Microsoft Azure Machine Learning and R Studio, and learn how to develop effective solutions to data-related problems. In addition, you will learn about R programming, statistics, probability, and other related topics. The course offers a perfect combination of personalized mentorship and self-paced e-learning.
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Course Type: Diploma Course
Duration: 4 months full-time, 9 months part-time
Certifications: SCTP-NICF-Diploma in Infocomm Technology (Data) (Synchronous and Asynchronous E-Learning)
Price: The usual course fee is S$18,000, but there are discounts for self-sponsored or company-sponsored students:
Simplilearn offers an online master’s program for Data Science developed in collaboration with IBM. Here, you can learn Python, Hadoop, Spark, and more.
The program focuses on making you industry-ready for Data Science and AI-related jobs. You get professional training from industry professionals, and learn useful skills in data analysis and machine learning.
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Course Type: Bootcamp/Master’s Program
Duration: 5 online lessons (access validity of 335 days)
Certifications: Data Science Masters Certificate
Price: S$1,099.00 (S$1,186.92 with GST)
Data Science Dojo offers both online and in-person bootcamps led by expert instructors who cover data analysis and machine learning. Dojo provides an e-learning platform full of resources that students can utilize. Their aim is to help students gain a business-oriented mindset, so they can learn to apply Data Science skills in the real world.
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Course Type: Bootcamp
Duration: 16 weeks online (5-6 hours per week), 5 days in person (10 hours per day)
Certifications: Data Science and Data Engineering Verified Certificate
Price: There are three pricing options:
LSBF's (London School of Business and Finance) Data Science course is available online and on campus, and is open to both local and international students. The course teaches business analytics, big data management, and other topics.
Through the course, you develop practical, technical, and communication skills in the realm of data science.
Singaporean students must meet one of the following requirements:
They should also have one of the following English requirements:
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Course Type: Higher Diploma Course
Duration: 16 months (full-time), 24 months (part-time)
Certifications: Higher Diploma in Data Science and Analytics
Price: S$14,400
Le Wagon offers an online Data Science bootcamp, which covers data analysis, decision science, machine learning, and engineering. You can learn Python, collaborate on real data science projects, and interact with industry experts.
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Course Type: Bootcamp
Duration: 2 months (full-time), 6 months (part-time)
Certifications: Certificate in Data Science
Price: S$12,900
Singapore Management University (SMU) offers an online data science course that covers topics such as data analysis, predictive analytics, and machine learning models. The course includes over 90 video lectures, 3 live sessions, and 30 assignments.
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Course Type: Online Programme
Duration: 3 months online (4–6 hours per week)
Certifications: Verified Digital Certificate
Price: S$1.800
General Assembly provides a full-time data science bootcamp that covers Python coding, data analysis, and predictive modeling. The bootcamp offers practical experience with machine learning, expert instruction, and 1:1 coaching.
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Course Type: Bootcamp
Duration: 12 weeks (approx.), 12 hours pre-work + 5 modules
Certifications: Signed Certificate of Completion
Price: S$15,822 (including registration fees)
Data Science is a versatile and highly-valued field in Singapore, and taking a data science course opens up a world of job opportunities. Luckily, there are a ton of great online and in-person courses for data science that can help you jumpstart your career.
And speaking of jumpstarting your career, NodeFlair helps you make smarter career choices by offering job salaries, reviews, and opportunities — all on one platform.
Sign up for free today to learn more about the data science roles available in Singapore.
Disclaimer: The information provided in this blog post is accurate as of the time of writing, based on our research and analysis. However, course offerings and details may change over time, and NodeFlair cannot guarantee the ongoing accuracy of this information. We encourage readers to do their own research and due diligence before making any decisions related to their education or career.
