Data Analytics Nanodegree
Most analysts plateau at dashboards. Go from querying data to predicting with it — SQL and Tableau through to production-ready machine learning.
Data Analytics Nanodegree
Three stacked courses that take you from extracting and visualising data, to automating the analysis in Python, to building predictive models that hold up in real use.
First, you'll learn to think like an analyst. Master the essentials of extracting data with SQL and telling compelling stories with it using Tableau. This is the bedrock of any data role.
Skills you'll learn
Data Analytics with SQL and Tableau (DA100)Next, you'll go beyond manual analysis. Learn to use Python and the Pandas library to programmatically clean, transform, and analyse complex datasets — a critical skill for handling data at scale.
Skills you'll learn
Python Programming and Data Visualisation (AI100)Finally, you'll learn to predict the future. Build, train, and evaluate machine learning models to forecast trends and solve business problems, moving you from an analyst to a data scientist skillset.
Skills you'll learn
Applied Machine Learning (AI200)Complete all three to earn the Data Analytics Nanodegree certificate
Pulling the numbers is the easy part. The harder skill is judgement — knowing which question is worth asking, which cut of the data actually answers it, and when a result looks too clean to trust.
BEFORE
You wait on someone else to pull the data you need.
You build dashboards that get looked at once, then ignored.
When the data gets messy or large, you hit a spreadsheet ceiling.
AFTER THE NANODEGREE
You pull and shape the data yourself, and spot when it's telling a different story.
You build repeatable Python workflows that scale with the problem.
You're the analyst who forecasts what happens next, not just what already did.
Not a list of topics — the concrete things you'll be able to build and own once you complete the pathway.
Extract with SQL, shape and automate in Python, visualise in Tableau — end to end, without waiting on a handoff.
Design visualisations that cut through the noise and give stakeholders a decision, not just numbers.
Train and evaluate models, and know when to trust them — the line between an analyst and a data scientist.
A portfolio that proves you can take a messy, real-world data problem from start to finish.
One course won't cut it. This programme gives you the full stack. SQL to ML, plus a portfolio that proves you can do the work.
Whether it's Python, Machine Learning, or both — this fills the gaps and gets you to Senior Analyst or Data Scientist level.
30,000+ GRADUATES AND COUNTING
Start your own Nanodegree pathway today and write the next career-switch, promotion, or portfolio-building success story.
This Nanodegree provides the complete foundational skillset for many Data Scientist roles, especially in Python and Machine Learning. While real-world job requirements vary and often include experience, completing this programme puts you in a very strong position to apply for such roles, equipped with both the skills and a project portfolio.
Our commitment to quality is validated by top industry rankings and media features, while national funding frameworks make our training more accessible.
SkillsFuture Singapore subsidy for Citizens and Permanent Residents.
Use your credits to offset course fees for Singapore Citizens aged 25+.
Eligible employers get a one off S$10,000 credit to offset up to 90% of supported programme costs.
Post-Secondary Education Account funding for learners aged 16 to 30.
Union Training Assistance Programme for NTUC union members.
Institute of Banking & Finance funding for selected courses.
For businesses claiming 400% tax deductions or up to S$20,000 cash payout.
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