Kaggle Learn
Kaggle · Data analysis & BIShort practical courses in Python, Pandas, SQL, visualisation and ML, with in-browser exercises.
Turns raw data into decisions. Builds the reports and dashboards management relies on.
Prepares regular reports, cleans data and builds simple dashboards.
Builds data models and management dashboards and answers complex questions.
Builds predictive models and leads large analytics projects.
Leads the analytics team and ties data to company decisions.
Years are approximate and vary by employer. What matters is that each stage builds on the last.
Almost every sector: banking, retail, telecoms, healthcare and government.
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.