CTOs, CIOs, IT managers, engineering leads and data or BI managers.
Data Analysis with Python
- 2 days
- HRDC claimable
- Intermediate
In short
What is the Data Analysis with Python program?
A two-day technical program on Python's data stack for organizational intelligence. Bridge Pandas and NumPy analytics with generative AI, with PDPA-compliant data handling.
Your team leaves able to run analysis in code, repeatable and version-controlled, combining Pandas and NumPy with generative AI under PDPA-compliant data handling.
In controlled studies, Microsoft 365 Copilot users were 29% faster at common knowledge tasks such as searching, summarising and writing (Microsoft, 2024). Analysis in code compounds that speed and makes it auditable. Source: Microsoft, Work Trend Index, 2024
Analysis pays off when it changes a decision. We have turned raw data into the insight that reshaped how a Malaysian retailer priced and placed its products. See a case study.
What your team will be able to do
- Architect scalable data pipelines with Pandas and NumPy.
- Integrate generative AI into analytical workflows.
- Run advanced statistical modeling with Scikit-Learn and SciPy.
- Build interactive dashboards with Python visualization libraries.
- Set data governance and PDPA compliance protocols.
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Who runs it
This program is run by industry practitioners who have shipped AI inside regulated enterprises across banking, government, manufacturing, and telco. It is led by Peter Kua, our AI and data science lead, a core contributor to Malaysia’s National Big Data Analytics Framework under MDEC and co-author of Malaysia’s AI Adoption Blueprints in 2019 and 2020. You are learning from people who have built this in production, not read about it. Peter’s commentary on AI adoption and workforce capability has appeared in The Star, theSun, Singapore Business Review, e27, and DagangNews, and on RTM Berita’s Tech Today.
For technical teams that want analysis in code, repeatable and version-controlled, not trapped in spreadsheets.
Common questions
Is this program HRDC claimable?
Yes. It is claimable through HRD Corp under SBL and SBL-Khas. GrowthPro Asia is an HRDC-registered provider, and we handle the claim paperwork so it stays audit-ready. For most registered employers the levy covers most or all of the cost.
Is this hands-on or theory?
Hands-on. These are build-along programs: your team works in real tools on real datasets and leaves with working code and a project it can reuse, not a slide deck. We introduce concepts only to support what you build.
What do we need to know before we start?
It depends on the level. Beginner programs start from fundamentals and assume no prior coding. Intermediate and advanced ones assume working Python or data experience. Each program states its level, and we help you place your team correctly.
Is it delivered in-house or as a scheduled cohort?
Both. Most teams run it in-house over two days on their own stack and data, which is where the skills stick. A scheduled cohort is available when you want a smaller group to learn alongside peers from other organisations.
How is the cost set?
We do not publish a fixed price. Cost depends on in-house versus scheduled delivery, group size, and how far we customise to your stack and data. It is HRD Corp claimable, so for most registered employers the levy covers most or all of it. Tell us your group size and format for an indicative quote.
How is this different from the no-code analytics program?
This is the code path. Where AI-Driven Data Analytics uses no-code tools for business teams, this program is for technical staff who want analysis in Python: Pandas, NumPy, statistical modelling, and GenAI-augmented workflows that are repeatable and version-controlled.
What do we need to start?
Working Python basics. If your team is new to Python, start with Python Programming Essentials. This program assumes you can write simple scripts and moves into the data stack, statistical modelling with Scikit-Learn and SciPy, and analytical visualisation.
What it costs
We do not publish a fixed price, because the program is built around your team and stack. Three things set the cost: whether you run it in-house on your own tools and data or join a scheduled cohort, the size of the group, and how far we customise to your environment. It is HRD Corp claimable under SBL and SBL-Khas, so for most registered employers the levy covers most or all of it. Tell us your group size and format, and we will send an indicative quote and exactly what is included.
Book the Free AI Strategic BriefingRelated
- AI Capstone, the pilot a roadmap leads into.
- HRDC-claimable AI training, how the claim works.
- AI consulting, strategy, governance and pilots.
- Advanced GenAI Systems: RAG, Fine-Tuning and Internal Copilots, a related program in AI Engineering & Systems Intelligence.
- Agentic AI for Workflow Autonomy, a related program in AI Engineering & Systems Intelligence.
Turn AI strategy into a working pilot, and prove the ROI.
Start with the free 3-hour AI Strategic Briefing. See agentic AI run real workflows, and leave with an automation roadmap, a prompt library, and a pilot playbook.