NumPy Data Manipulation Course

Strong NumPy data manipulation skills form the foundation of nearly every data science workflow in Python. Learn how to work with arrays, perform statistical operations, and prepare data for more advanced analysis.

Pay little to no cash with government subsidies

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Chosen by 50,000+ learners

Online/In-Person

Intakes Available

21.5 Hours Total

7 Lessons + 1 Assessment

Flexible Schedule

Weekdays or Weekends

Available

Beginner Friendly

No prior background needed

Why NumPy Data Manipulation Is a Foundational Skill You Need

Once you understand NumPy, working with data in Python stops feeling like a struggle and starts feeling manageable.

You’ll be able to organise and work with large sets of data efficiently, instead of getting stuck with slow, clunky code, since NumPy is built specifically for this, according to its official documentation.
You’ll save time and write cleaner code, because NumPy lets you run calculations across an entire dataset at once, rather than processing one value at a time.
You’ll be building a skill that carries forward, since many of the data tools you’ll use later, like Pandas and machine learning libraries, are all built on top of NumPy.
You’ll understand how data actually works behind the scenes, not just how to copy code, which makes it easier to troubleshoot and adapt when things don’t go as planned.

Build NumPy and Data Skills with Vertical Institute

Learn to work with data efficiently, using tools like NumPy and Pandas as part of a structured, hands-on curriculum. Vertical Institute combines practical training with government-recognised certification, backed by a track record of over 50,000 learners across Singapore.

Individuals can offset course fees with up to 70% SSG subsidy, SkillsFuture Credit (SFC), and other schemes such as PSEA, depending on eligibility. Businesses can tap on SkillsFuture Enterprise Credit (SFEC) and other funding support to upskill their teams at a fraction of the cost.

Who Should Join the NumPy Data Manipulation Course

Aspiring Data Science Professionals: This pathway builds your skills step by step, starting with Python fundamentals before moving into NumPy and Pandas for data manipulation. It's designed for those who want a structured way into data science, not a scattered set of tutorials.

Mid-Career Professionals and Career Switchers: You'll gain hands-on experience organising, transforming, and analysing real datasets using NumPy and Pandas. This pathway suits those looking to pivot into a more technical role or add practical data skills to their existing expertise.

Entrepreneurs and Business Owners: You'll learn how to work with data more efficiently, moving beyond spreadsheets to understand patterns and prepare data for deeper analysis. This pathway helps business owners make more informed, data-backed decisions.

Fresh Graduates: This pathway gives you hands-on experience with the tools employers expect, going beyond passive tutorials to build real confidence working with data. It's a practical starting point for entering the job market.

Practical Skills You’ll Gain in the NumPy Data Manipulation Course

Working with Arrays the NumPy Way – Learn how to create and organise data using NumPy arrays, a faster and more efficient way to handle large sets of numbers than standard Python.
Running Quick Calculations Across Data – Learn how to perform statistical operations, like averages and totals, across an entire dataset at once, without writing complicated code.
Getting Data Ready with Pandas – Learn essential Pandas operations to extract, organise, and clean data, preparing it for deeper analysis or machine learning.
Building a Habit of Working with Real Data – Practise these skills using real datasets, so you’re comfortable applying them beyond the classroom.

Why Choose Vertical Institute?

🌱 Beginner-Friendly Training in Python & Data

You’ll learn from scratch, no prior experience needed. We make it easy and practical to follow along.

💻 Learn From Industry Experts

Instructors come from companies like Google and Citi, bringing real-world context into every session.

👨‍💻 Hands-On With Real Datasets

You won’t just watch, you’ll practise data cleaning live using actual business datasets.

🎓 Certified and Recognised in Singapore

Earn a certificate from Vertical Institute and a WSQ Statement of Attainment accepted by employers.

📚 Lifetime Access to Learning Resources

Review recordings, walkthroughs, and cheat sheets anytime long after the course ends.

50,000+ Learners graduated

3,000 Reviews and ratings across our platforms

4.9 / 5 Overall rating

Our instructors and students come from top companies

What Our Students Say About Vertical Institute

Alan Lee

Data Science Course Alumni

The Data Science course at Vertical Institute equipped me with a strong foundation in key data science skills, including Python programming, data visualisation, AI & machine learning. I'm particularly thrilled to have delved into classification models and their practical applications. Great thanks to Clarence Tan for your expert guidance!

Siti Aisha

Data Science Course Alumni

VI’s Data Science and AI course was an excellent learning experience, with an emphasis on Python programming, AI/ML and data cleaning techniques. Working with libraries like NumPy and pandas made it easy to understand data manipulation and analysis. The hands-on approach made complex concepts feel accessible. I highly recommend this course to anyone looking to develop a strong foundation in data science.

Jek Ee Chiang

Data Science Course Alumni

I completed the Data Science & AI course with Vertical Institute, which covered Python fundamentals and an introduction to AI models. One key takeaway from the course was something lecturer Stan Neo emphasised: “Learning to Learn". His guidance, along with self-directed learning resources and coding challenges, made the journey all the more enriching.

FAQs About the NumPy Data Manipulation Course

Do I need a programming background to learn NumPy?

This pathway is built for complete beginners. It starts with Python fundamentals before introducing NumPy, so you’re not expected to know array operations or statistical computing beforehand.

How is NumPy taught within the course?

NumPy is covered as part of a dedicated module on data structures for machine learning, alongside Pandas. You’ll learn how to work with arrays, run statistical operations, and prepare data for later stages of the pathway.

How is the course structured, and how long does it take?

The course runs online and in person, totalling 21.5 hours across 7 lessons and 1 assessment. Weekday and weekend schedules are available.

Will I receive a certificate upon completion?

Yes. You’ll receive a Certificate of Completion from Vertical Institute along with a WSQ Statement of Attainment, both recognised by employers across Singapore.

What funding options are available for individuals?

Eligible learners can get up to 70% funding support from SkillsFuture Singapore (SSG). After subsidy, you can use SkillsFuture Credit, PSEA, or NTUC’s UTAP to offset the remaining fees.

Can I get support for AI tools like ChatGPT or Claude?

Yes. NTUC members who enrol receive a 50% subsidy for AI tools such as ChatGPT, Claude, Gemini, and more. This is subject to UTAP’s terms and conditions and annual cap.

Are subsidies available for company-sponsored employees?

Yes. Funding options for eligible companies include SkillsFuture Enterprise Credit (SFEC), Absentee Payroll, and the Enterprise Innovation Scheme (EIS), subject to prevailing eligibility requirements. Reach out to the team to find out what your organisation qualifies for.

How can I connect with the Vertical Institute team?

You can reach the team via WhatsApp, phone, or by booking a call to discuss your career goals, choose the course that fits you best, and understand the government subsidies available.