Kaggle Learn
Kaggle · Data analysis & BIShort practical courses in Python, Pandas, SQL, visualisation and ML, with in-browser exercises.
Makes sure the organisation's data is correct, consistent, owned and protected under regulation. In strong demand in Saudi Arabia under national data management requirements.
Measures quality, finds errors and follows fixes with data owners.
Writes policies and standards and runs the data dictionary.
Runs the organisation's data governance programme.
Owns the organisation's data strategy.
Years are approximate and vary by employer. What matters is that each stage builds on the last.
Government bodies, banks, telecoms, hospitals and consultancies.
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.
A very popular course where you build real dashboards step by step.