Course Outline
Invoering
- Waarom regels uit data halen?
Overzicht van Sklearn-modules (Beslissingsboom/Random Forrest)
Skope-regels installeren en configureren
Casestudy: Het detecteren van kredietwanbetalingen
Gegevens importeren
SkopeRules gebruiken voor onevenwichtige classificatie
Trainen van de SkopeRules-classificator
Het extraheren van de regels
Het samenvoegen van de regels
Classificatie- en regressiebomen aanpassen aan submonsters
Regels voor hogere precisie selecteren
Regels voor hogere precisie testen
Samenvatting en conclusie
Requirements
- Python programmeerervaring
- Kennis van machine learning-algoritmen
Publiek
- Ontwikkelaars
Getuigenissen (7)
praktische kennis van de trainer
Waldek - Polska Spółka Gazownictwa sp. z o.o.
Cursus - IBM ODM Decision Management
Machine Translated
good atmosphere
Martin Jesterschawek
Cursus - Business Rule Management (BRMS) with Drools
Positive and optimistic attitude. Gives good answers to questions.
Emil Krabbe Nielsen
Cursus - 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
Cursus - 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.
Cursus - 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.
Cursus - 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.