What's inside
Most platforms give you one mode. Witle Plus gives you structured learning, applied practice, and career context in one place.
Structured video courses with follow-along datasets. Work through modules in order, track your progress, and download the data you need to follow along.
Browse coursesGet a real business brief, download the dataset, and solve the problem your way. Submit your work, earn a certificate, and optionally request expert feedback.
Browse projectsPractical articles on building a data career — from mapping your path to building a portfolio that gets you hired. Free for everyone.
Read articlesHow it works
You don't get good at data analysis by watching someone else do it.
Start with a focused course module — video, text, and a downloadable dataset to follow along with.
Choose a real-world problem tagged to your industry. Download the dataset and read the brief.
Do the analysis your way and upload your findings. No prescribed method — your thinking matters.
Optionally request a paid expert review for R100. Get direct feedback on your approach and methodology.
Tracks
Four skill tracks — Analytics, Engineering, ML & AI, and Governance — each applied across Finance, Marketing, and Audit domains.
Exploratory analysis, dashboarding, and storytelling with data — turning raw numbers into decisions.
Pipelines, data modelling, transformation, and building the infrastructure that makes analysis possible.
Classification, forecasting, clustering, anomaly detection — and deploying models that actually get used.
Data quality, cataloguing, lineage, access controls, and compliance — the scaffolding every data team eventually needs.
Pricing
Register for free, then subscribe to Pro to unlock everything.
Create an account. No content access until you upgrade.
Create accountFull access to every course, project, and certificate.
Prices in ZAR. Payments secured by Paystack.