Kaggle Learn
Kaggle · Data analysis & BIShort practical courses in Python, Pandas, SQL, visualisation and ML, with in-browser exercises.
The bridge between the business and the tech team. Understands a business problem and turns it into clear requirements developers can build.
Works under a senior BA: documents, attends meetings and writes user stories.
Leads analysis for a whole project and works directly with stakeholders.
Takes on complex projects, mentors new analysts and proposes department-wide improvements.
Sets the direction of a product or leads the company's analysts.
Years are approximate and vary by employer. What matters is that each stage builds on the last.
Banks, telecoms, government bodies, consultancies and any company running system projects.
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.