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Predictive Analytics
Predicting appointment no-shows: what actually works in an Australian clinic
Every conversation about AI in health at the moment is about language models. Meanwhile the problem that most reliably wastes clinic capacity, the patient who does not turn up, is best solved with a technique that has…
#machine-learning#xgboost#patient-scheduling#predictive-analytics#health-it
Predictive Analytics, a solution to knowing your Marketing ROI
There is an old adage in marketing that goes "Half the money that I spend in advertising is wasted; the trouble is, I don't know which half". This has often been attributed to department store magnate and father of…
#centazio#machine-learning#marketing#predictive-analytics#roi
Fluent python interface for Machine Learning
I often say that Machine Learning is like programming in the 60s, you prepare your program, double check everything, hand in your punch cards to the IBM operator, go home and wait. And just like back then, if you had a…
#machine-learning#pandas#predictive-analytics#python#scikit-learn