Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists. Alice Zheng, Amanda Casari

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists


Feature-Engineering-for.pdf
ISBN: 9781491953242 | 214 pages | 6 Mb

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  • Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
  • Alice Zheng, Amanda Casari
  • Page: 214
  • Format: pdf, ePub, fb2, mobi
  • ISBN: 9781491953242
  • Publisher: O'Reilly Media, Incorporated
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Tue, 04 Oct 2016 23:57:00 GMT 5 EBooks to Read Before Getting into A Machine Learning Career Note that, while there are numerous machine learning ebooks available for free online, including many which are very well-known, I have opted to move past these "regulars" and seek out lesser-known and more niche options for readers. Interested in a career in machine learning? Don't know where to Wed, 21 Aug 2019 03:03:00 GMT Feature Engineering for Machine Learning: Principles and ... Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists [Alice Zheng, Amanda Casari] on Amazon.com. *FREE* shipping on qualifying offers. Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book Fri, 23 Aug 2019 19:21:00 GMT A hands-on intuitive approach to Deep Learning Methods for ... These examples should give you a good idea about newer and efficient strategies around leveraging deep learning language models to extract features from text data and also address problems like word semantics, context and data sparsity. Next up will be detailed strategies on leveraging deep learning models for feature engineering on image data. Sun, 04 Aug 2019 04:06:00 GMT Feature Engineering for Machine Learning: Principles and ... Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Fri, 09 Aug 2019 02:56:00 GMT Mastering Feature Engineering: Alice Zheng - IT eBooks - pdf To help fill the information gap on feature engineering, this complete hands-on guide teaches beginning-to-intermediate data scientists how to work with this widely practiced but little discussed topic. Author Alice Zheng explains common practices and mathematical principles to help engineer features for new data and tasks.

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