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Maria Khalusova

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titleconferencedate
Machine Learning Model Evaluation MetricsPyData Los Angeles 20192019-12-03
Shows concrete comparisons and tools: logistic regression scored 96% accuracy while a dummy classifier scores 94.2% on a 10,000-sample set with class imbalance…
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Exploratory Data Analysis with Spark and IntelliJ IDEAData Con LA 20192019-08-17
Demonstrates exploratory analysis on an IntelliJ IDEA code dump using Spark and an IntelliJ plugin that runs Zeppelin-style notebooks inside IDEA, converting…
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How to get the most out of code reviewsJavaDay Kyiv 20152015-11-06
Advice: never use code reviews for performance evaluations; use them to find real bugs, share knowledge and keep design sanity. Adopt a tool (JetBrains…
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