Feature Engineering Bookcamp Ozdemir Sinan
Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book's practical case-studies reveal feature engineering techniques that upgrade your…
Specifikacia Feature Engineering Bookcamp Ozdemir Sinan
Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book's practical case-studies reveal feature engineering techniques that upgrade your data wrangling--and your ML results.In Feature Engineering Bookcamp you will learn how to:Identify and implement feature transformations for your dataBuild powerful machine learning pipelines with unstructured data like text and imagesQuantify and minimize bias in machine learning pipelines at the data levelUse feature stores to build real-time feature engineering pipelinesEnhance existing machine learning pipelines by manipulating the input dataUse state-of-the-art deep learning models to extract hidden patterns in dataFeature Engineering Bookcamp guides you through a collection of projects that give you hands-on practice with
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