A free interactive course in data analysis with Python, from zero to statistics and machine learning
10 levels, 74 lessons and 366 exercises graded instantly by real Python running in the browser, on two years of data from a fictional 160-bed Egyptian hospital, in Arabic and English.
Health data analysis is in demand in hospitals, quality units and insurers, but most material is in English, teaches each tool on its own with data unlike hospital data, and asks you to install a full environment before your first line.
Real Python with pandas, NumPy, Polars, DuckDB, matplotlib, Altair, SciPy, statsmodels and scikit-learn runs entirely in the browser, with nothing to install. Learners analyse realistic hospital files (patients, visits, admissions, lab results, prescriptions), build quality indicators, draw an outbreak curve, test differences statistically, and build a readmission model and judge it honestly.
LiveLearning
A free interactive course in Python, from zero to professional programming
10 levels, 69 lessons and 332 exercises graded instantly by real Python running inside the browser itself, set in an Egyptian hospital, in Arabic and English.
LiveLearning
A free interactive course in SQL for data analysis, from zero to professional
9 levels, 62 lessons and about 300 exercises graded instantly against a real database of an Egyptian store that runs inside the browser itself, in Arabic and English.
LiveLearning
A free interactive course in medical coding and NPHIES claims, from zero to auditing
9 levels, 58 lessons and 202 exercises graded instantly on realistic records from a fictional Saudi hospital, with WHO ICD-10 codes and a simulation of NPHIES claim rules, in Arabic and English.
LiveLearning
A free interactive course in HL7 FHIR and NPHIES messaging, from zero to a complete claim
11 levels, 70 lessons and 303 exercises graded instantly against a teaching FHIR server and an NPHIES simulator that run inside the browser itself, in Arabic and English, with no programming.
LiveLearning
The language of investors and founders, explained in Arabic from zero to advanced
An interactive Arabic encyclopedia that explains 269 investment, startup and finance terms across 7 levels, with 14 calculators, 15 side-by-side comparisons of easily confused terms, 5 fictional companies with complete numbers, a pitch simulator and a 36-question quiz.