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Building Recommendation Systems In Python And Jax Bryan Bischof Phd

  • SKU: BELL-169653560
Building Recommendation Systems In Python And Jax Bryan Bischof Phd
$ 31.00 $ 45.00 (-31%)

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Building Recommendation Systems In Python And Jax Bryan Bischof Phd instant download after payment.

Publisher: O'Reilly Media
File Extension: EPUB
File size: 9.1 MB
Author: Bryan Bischof Ph.D
Language: English
Year: 2023

Product desciption

Building Recommendation Systems In Python And Jax Bryan Bischof Phd by Bryan Bischof Ph.d instant download after payment.

Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way.

In this practical book, authors Bryan Bischof and Hector Yee illustrate the core concepts and examples to help you create a RecSys for any industry or scale. You'll learn the math, ideas, and implementation details you need to succeed. This book includes the RecSys platform components, relevant MLOps tools in your stack, plus code examples and helpful suggestions in PySpark, SparkSQL, FastAPI, and Weights & Biases.

You'll learn:

  • The data essential for building a RecSys
  • How to frame your data and business as a RecSys problem
  • Ways to evaluate models appropriate for your system
  • Methods to...

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