Schița de curs
Introducere
- De ce să extragem reguli din date?
Prezentare generală a modulelor Sklearn (Arbore de decizie/Forrest aleatoriu)
Instalarea și configurarea regulilor skope
Studiu de caz: Detectarea ratelor de neplată
Import de date
Utilizarea SkopeRules pentru clasificarea dezechilibrată
Antrenarea Clasificatorului SkopeRules
Extragerea regulilor
Fuzionarea regulilor
Potrivirea arborilor de clasificare și regresie la sub-eșantioane
Selectarea regulilor de precizie mai mare
Testarea regulilor de precizie superioară
Rezumat și Concluzie
Cerințe
- Python experiență în programare
- Cunoașterea algoritmilor de învățare automată .
Audiență
- Dezvoltatorii
Mărturii (7)
cunoștințele practice ale formatorului
Waldek - Polska Spółka Gazownictwa sp. z o.o.
Curs - IBM ODM Decision Management
Tradus de catre o masina
good atmosphere
Martin Jesterschawek
Curs - Business Rule Management (BRMS) with Drools
Positive and optimistic attitude. Gives good answers to questions.
Emil Krabbe Nielsen
Curs - Introduction to Drools 6 for Developers
I loved that he was able to see our machines to help us when we got stuck.
Megan Burns - Sandia National Labs
Curs - Drools 7 and DSL for Business Analysts
The training is very interesting and can be useful on our future projects and the trainer is always active on answering our questions and helping us when we are having issues on our end.
Charles Kevin Regaliza - Thakral One Inc.
Curs - Introduction to Drools 7 for Developers
I appreciate the fact that they address my suggestion before to share the presentation with manual before the training. Very helpful on my part. Also, the individual activity, I liked it, our trainer were able to see how we interpret each case scenarios.
Kim Justine Ferriol - Thakral One, Inc.
Curs - jBPM and Drools
The training definitely backfilled some of the gaps in my knowledge left by reading the OptaPlanner userguide. It gave me a good broad understanding of how to approach using OptaPlanner in our projects going forward.