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01 Machine learning, autoML, model productionization
Example solutions on machine learning model training and productionization as well as on application of the autoML tools.
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1003 - Public space1
02 Explainable AI (XAI)
Example solutions on application of explainable AI techniques to evaluate machine learning models. The techniques include global and local feature importance, SHAP, partial dependence plot and individual conditional expectation plot.
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600 - Public space0
03 Data engineering
Example workflows for ETL, ELT, big data, orchestration, and testing.
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141308 - Public space2
04 Examples
Various example workflows.
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