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If you're looking to move past the SAP HANA basics and get knee-deep into some real data model design, you've come to the right place. With step-by-step instructions and sample coding, this book will teach you how to build and design predictive, simulation, and optimization models. From information views to AFL models, you'll learn to scale for large datasets and performance tune your models to perfection. Highlights Include: Analytic, attribute, and calculation views; Application Function Library models; PA; SQL; R procedures; Basic and advanced predictive modelling; Simulations and Optimization Performance tuning; Complex business logic; SAP HANA Database Engine; SAP HANA modeling paradigms.Biografía del autor:
Anil Babu Ankisettipalli is a post graduate in computer applications and has more than 17 years of experience in developing application and technology software. Since 2010, he has designed and developed SAP HANA applications and products using predictive analytics, machine learning, and data mining algorithms. At SAP Labs, he uses data science and big data technologies within the SAP HANA platform to solve critical problems of SAP customers.
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Buchbeschreibung Rheinwerk Verlag Gmbh Dez 2015, 2015. Buch. Zustand: Neu. Neuware - Want the latest and greatest info on advanced SAP HANA data modeling from the SAP HANA architects at SAP Labs in Palo Alto Then this is the only book for you. Through step-by-step instructions and screenshots, this book will teach you how to design predictive, simulation, and optimization models. From information views to AFL models, you'll learn to scale for large datasets and performance tune your models to perfection. Complex Logic Learn how to design SAP HANA data models to represent complex business logic, through practical examples and step-by-step modeling how-tos. Predictive Modeling Use PAL and R to build advanced predictive models that make the most of SAP HANA's predictive power. Performance Tuning Discover basic tuning techniques for your SAP HANA data models, such as avoiding long join paths, defining partitions, pushing down filters, and more. Highlights: Analytic, attribute, and calculation views Application Function Library models PAL SQL R procedures Basic and advanced predictive modeling Simulations and optimization Performance tuning Complex business logic SAP HANA Database Engine SAP HANA modeling paradigms 392 pp. Englisch. Artikel-Nr. 9781493212361