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Kubeflow Operations Guide
Building models is a small part of the story when it comes to deploying machine learning applications. The entire process involves developing, orchestrating, deploying, and running scalable and portable machine learning workloads--a process Kubeflow makes much easier. This practical book shows data scientists, data engineers, and platform architects how to plan and execute a Kubeflow project to make their Kubernetes workflows portable and scalable. Authors Josh Patterson, Michael Katzenellenbogen, and Austin Harris demonstrate how this open source platform orchestrates workflows by managing machine learning pipelines. You'll learn how to plan and execute a Kubeflow platform that can support ...
Scattered Seeds
Descendants of Rabbi Israel, son of Rabbi Shalom, who was martyred in 1659 in Ruzhany, Lithuania. He had three sons: Menachem Nachum Za'k, Shimon Za'k and Sholem Za'k. Descendants and relatives lived mainly in Lithuania, Poland, Germany, Russia, Israel and New York.
Hadoop Security
As more corporations turn to Hadoop to store and process their most valuable data, the risk of a potential breach of those systems increases exponentially. This practical book not only shows Hadoop administrators and security architects how to protect Hadoop data from unauthorized access, it also shows how to limit the ability of an attacker to corrupt or modify data in the event of a security breach. Authors Ben Spivey and Joey Echeverria provide in-depth information about the security features available in Hadoop, and organize them according to common computer security concepts. You’ll also get real-world examples that demonstrate how you can apply these concepts to your use cases. Under...
David Salomons
None
Rescue the Surviving Souls
"The mid-seventeenth century witnessed an enormous wave of Jewish refugees and forced migrants from the wars of the Polish-Lithuanian Commonwealth, who spread across the Jewish communities of Europe and Asia. A series of wars that hit the Polish-Lithuanian Commonwealth-the Khmelnytsky uprising of 1648; the Muscovite invasion that begin in 1654; and the Swedish incursion from 1655 to 1660-all together forced many Jews out of their homes. Though not the direct targets of the combatants, within a short time many were deeply involved in the conflicts, some becoming victims of violence and some becoming arms-bearing participants. But most became refugees and forced migrants. These refugees posed ...
Machine Learning Production Systems
Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the entire field. Authors Robert Crowe, Hannes Hapke, Emily Caveness, and Di Zhu help you identify topics that you can dive into deeper, along with reference materials and tutorials that teach you the details. You'll learn the state of the art of machine learning engineering, including a wide range of top...
