Kaggle Learn
Kaggle · Data analysis & BIShort practical courses in Python, Pandas, SQL, visualisation and ML, with in-browser exercises.
Works with an app or digital platform team: analyses user behaviour with data, ranks priorities and helps the product owner decide what to build next.
Analyses product data, prepares reports and writes small requirements.
Owns the backlog for part of a product with a development team.
Sets the product's vision and roadmap and measures its success.
Leads a group of products or all of the company's products.
Years are approximate and vary by employer. What matters is that each stage builds on the last.
Startups, fintech, e-commerce, government digital apps and digital banks.
Tap any certification for details. You don't need them all: pick one per level based on where you work.
Short practical courses in Python, Pandas, SQL, visualisation and ML, with in-browser exercises.
SQL, Excel, Tableau, Power BI and Python in one video, plus CV advice.
The Arabic edition of Google's well-known certificate: spreadsheets, SQL, Tableau and R.
One of the most popular beginner BA courses: the analyst's role, eliciting and documenting requirements.