Description: Title: Building Recommendation Systems in Python and Jax: Hands-On Production Systems at Scale Author: Bischof, Bryan Publisher: O'Reilly Media Binding: Paperback Pages: 400 Dimensions: 9.19h x 7.00w x 0.74d Product Weight: 1.24 lbs. Language: English ISBN: 9781492097990 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 Ships Fast From The USA! Authorized Dealer
Price: 84.99 USD
Location: Milwaukee, Wisconsin
End Time: 2024-11-27T16:36:57.000Z
Shipping Cost: 9.95 USD
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Item Specifics
Restocking Fee: No
Return shipping will be paid by: Seller
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Book Title: does not apply
Number of Pages: 400 Pages
Language: English
Publication Name: Building Recommendation Systems in Python and Jax : Hands-On Production Systems at Scale
Publisher: O'reilly Media, Incorporated
Subject: Software Development & Engineering / General, Web / Web Services & APIs, Intelligence (Ai) & Semantics, Programming Languages / Python, Logic Design
Item Height: 0.9 in
Publication Year: 2024
Item Weight: 22.4 Oz
Type: Textbook
Author: Hector Yee, Bryan Bischof
Item Length: 9.2 in
Subject Area: Computers
Item Width: 7 in
Format: Trade Paperback
