SemanticScuttle - klotz.me

Tags: optimization* + data science*

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1. Support Vector Classifier, Explained: A Visual Guide with Mini 2D Dataset

   Support Vector Machine (SVM) algorithm with a focus on classification tasks, using a simple 2D dataset for illustration. It explains key concepts like hard and soft margins, support vectors, kernel tricks, and optimization probles.

   2024-10-01 Tags: support vector machine, classification, machine learning, data science, kernel trick, optimization by klotz
2. The art of joining in Spark - Towards Data Science

   2020-05-18 Tags: spark, join, optimization, data science, skew, salt, parallellism, repartition by klotz
3. Optimization 101 for Data Scientists

   2018-08-09 Tags: data science, optimization by klotz

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