Data Science is thriving globally, offering excellent employment opportunities for data scientists to explore different roles and grow. Even in Singapore, the demand for data-related professionals is expected to continue surging in 2025 as industries increasingly rely on data-driven strategies.
If you are a working professional seeking admission to data science programs in Singapore to upskill without pausing your career, online data science programs offer the most practical learning pathways.
With widespread support and progress across the globe in data science and AI, it is the best time to pursue an online data science course in Singapore from a top university to stay relevant.
Top Universities offering Online Data Science Courses in Singapore
Singapore is home to several leading universities that offer flexible and career-focused online data science programs. These courses are designed to equip working professionals with in-demand skills.
| Universities/Institutions | Programs | Duration and Mode | Key Highlights |
|---|---|---|---|
| Liverpool John Moores University | Master of Science in Data Science | 18 Months (Online) |
|
| IIIT-Bangalore | Executive Diploma in Data Science and AI | 12 Months (Online) |
|
| IIIT-Bangalore | Executive Post Graduate Certificate Programme in Data Science & AI | 6 Months (Online) |
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Also Read: How to Start a Career in Data Science in Singapore – A Step-By-Step Guide for Beginners
Core Curriculum and Skills to Learn from Data Science Programs
Core Curriculum Covered in Data Science Programs
The data science syllabus includes real-world case studies and capstone projects, along with in-depth knowledge of programming languages and GenAI tools. Here’s the key syllabus and the core curriculum covered in Data Science Programs:
- Advanced maths and programming.
- Data Analysis and Exploration.
- Cloud Computing and Big Data.
- Foundation of ML.
- Deep Learning and NPL.
- Research Methodologies.
- Specialisations in Data Analysis, Data Engineering, etc.
- Dissertation.
Also Read: Top Data Science Tools Every Singapore Professional Should Learn
Skill Sets Required for Success in the Field of Data Science
The skills you need include:
- Understanding of data structures and data manipulation for analysis.
- Knowledge of applying data analysis techniques like categorising data or using regression models to spot patterns.
- Familiarity with machine learning basics, including both supervised methods (like logistic regression) and unsupervised ones (like clustering).
- Using SciPy tools like Optimise and Statistics to solve technical problems and run scientific calculations.
- A strong foundation in mathematical computing through tools like NumPy and Scikit-Learn to power your machine learning models.
- Knowledge of the Hadoop ecosystem to understand how big data is stored, processed, and analysed.
- Knowledge of HBase and its use. Additionally, it is familiar with its design and storage of structured and semi-structured data.
- Understand tools like Hive and Impala and how they compare to traditional databases like RDBMS.
- Dive into MapReduce and learn how tools like Sqoop and Flume help move data efficiently.
- Grasp the basics of time series analysis and recommendation systems that power things like Netflix and Amazon suggestions.
- Apply machine learning concepts to solve real-world problems across industries.
Also Read: Building a Data Science Portfolio: Key Elements for Success
How upGrad’s Online Data Science Program Helps You Stand Out
If you are looking for the best universities for data science, upGrad’s online data science and analytics courses offered in association with top global universities are your perfect choice. These programs will help you break into Singapore’s fast-growing data science industry. With hands-on projects, guidance from industry experts, and free boot camps, you get more than just a certificate to build real-world skills by enrolling in these programs.
These programs also connect you with a strong professional network, helping you stay ahead in a competitive job market. Whether you are a beginner or looking to upskill, upGrad supports your journey every step of the way.
Explore these data science courses through upGrad for a bright career ahead!
- Post Graduate Diploma in Data Science (E-Learning), upGrad Institute
- Executive Diploma in Data Science and AI, IIIT Bangalore
- Post Graduate Certificate in Data Science & AI (Executive), IIIT Bangalore
🎓 Explore Our Top-Rated Courses in Singapore
Take the next step in your career with industry-relevant online courses designed for working professionals in Singapore.
FAQs On Universities Offering Online Data Science Programs in Singapore
Q: Do employers recognise online data science courses?
Ans: Yes, online data science courses in Singapore acquired from trusted universities or platforms are accepted by employers. While traditional degrees might still get prioritised in some instances, employers today focus more on skills and real-world abilities in candidates, irrespective of the mode of education.
Q: What are the entry requirements for online data science programs?
Ans: For most online data science courses, the entry requirements include a bachelor’s degree in a related field, such as computer science, mathematics, or engineering. Some programs may also require candidates to have a basic knowledge of programming and statistics.
Q: How long does it take to complete an online data science course?
Ans: A data science degree online can take approximately 6 to 2 years to complete, depending on the program’s depth and structure. Data Science certifications are generally of shorter duration, while degree programs take longer.
Q: Is an online Master’s in Data Science as effective as in-person learning?
Ans: Yes, an online Master’s in Data Science can be just as effective as in-person learning, especially if recognized universities are offering a data science program. It provides flexibility and industry-relevant skills, often including hands-on projects similar to those found in on-campus programs.
Q: How can upGrad help me break into the field of data science?
Ans: upGrad offers industry-aligned online data science programs with expert faculty, hands-on projects, and mentorship support. It also provides career services, such as resume building and interview preparation, to help learners.
