0
Your cart

Your cart is empty

Books

Buy Now

Building Recommendation Systems in Python and Jax - Hands-On Production Systems at Scale Loot Price: R1,323
Discovery Miles 13 230
Building Recommendation Systems in Python and Jax - Hands-On Production Systems at Scale: Bryan Bischof, Hector Yee

Building Recommendation Systems in Python and Jax - Hands-On Production Systems at Scale

Bryan Bischof, Hector Yee

 (sign in to rate)
Loot Price R1,323 Discovery Miles 13 230 | Repayment Terms: R124 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

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, Weights & Biases, and Kafka. 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 implement, train, test, and deploy the model you choose Metrics you need to track to ensure your system is working as planned How to improve your system as you learn more about your users, products, and business case

General

Imprint: O'Reilly Media
Country of origin: United States
Release date: 2024
Authors: Bryan Bischof • Hector Yee
Dimensions: 233 x 178mm (L x W)
Pages: 400
ISBN-13: 978-1-4920-9799-0
Categories: Books
Promotions
LSN: 1-4920-9799-3
Barcode: 9781492097990

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

Partners