{"product_id":"learning-ray-flexible-distributed-python-for-machine-learning-paperback","title":"Learning Ray: Flexible Distributed Python for Machine Learning - Paperback","description":"\u003cp\u003eby \u003cb\u003eMax Pumperla\u003c\/b\u003e (Author), \u003cb\u003eEdward Oakes\u003c\/b\u003e (Author), \u003cb\u003eRichard Liaw\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eGet started with Ray, the open source distributed computing framework that simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine learning programs at scale. \u003c\/p\u003e\u003cp\u003e Authors Max Pumperla, Edward Oakes, and Richard Liaw show you how to build machine learning applications with Ray. You'll understand how Ray fits into the current landscape of machine learning tools and discover how Ray continues to integrate ever more tightly with these tools. Distributed computation is hard, but by using Ray you'll find it easy to get started. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn how to build your first distributed applications with Ray Core \u003c\/li\u003e\n\u003cli\u003eConduct hyperparameter optimization with Ray Tune \u003c\/li\u003e\n\u003cli\u003eUse the Ray RLlib library for reinforcement learning \u003c\/li\u003e\n\u003cli\u003eManage distributed training with the Ray Train library \u003c\/li\u003e\n\u003cli\u003eUse Ray to perform data processing with Ray Datasets \u003c\/li\u003e\n\u003cli\u003eLearn how work with Ray Clusters and serve models with Ray Serve \u003c\/li\u003e\n\u003cli\u003eBuild end-to-end machine learning applications with Ray AIR \u003c\/li\u003e\n\u003c\/ul\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 271\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.5 x 9.1 x 6.9 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 21, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42121622454407,"sku":"9781098117221","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/3f807f4bfa6cbf48582ab8e3db86503a.webp?v=1732554816","url":"https:\/\/booksby.splitshops.com\/products\/learning-ray-flexible-distributed-python-for-machine-learning-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}