Yoni Ramaswami

Time Series Analysis with Spark (eBook, ePUB)

A practical guide to processing, modeling, and forecasting time series with Apache Spark

• Format: ePub

Produktbeschreibung

Written by Databricks Senior Solutions Architect Yoni Ramaswami, whose expertise in Data and AI has shaped innovative digital transformations across industries, this comprehensive guide bridges foundational concepts of time series analysis with the Spark framework and Databricks, preparing you to tackle real-world challenges with confidence.
From preparing and processing large-scale time series datasets to building reliable models, this book offers practical techniques that scale effortlessly for big data environments. You'll explore advanced topics such as scaling your analyses, deploying time series models into production, Generative AI, and leveraging Spark's latest features for cutting-edge applications across industries. Packed with hands-on examples and industry-relevant use cases, this guide is perfect for data engineers, ML engineers, data scientists, and analysts looking to enhance their expertise in handling large-scale time series data.
By the end of this book, you'll have mastered the skills to design and deploy robust, scalable time series models tailored to your unique project needs-qualifying you to excel in the rapidly evolving world of big data analytics.

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Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 298
• Erscheinungstermin: 28. März 2025
• Englisch
• ISBN-13: 9781803247175
• Artikelnr.: 73656861

Autorenporträt

Yoni Ramaswami is a Senior Solutions Architect at Databricks with two decades of experience in IT, data, and AI. Recognized for his contributions to projects spanning digitally innovative technologies across industries, Yoni combines thought leadership, architecture, and implementation expertise. Originally from Mauritius, Yoni earned his Diplôme d'Ingénieur from UTC in France and Chalmers in Sweden, grounding his global perspective in both technical rigour and cultural insight. When not devising practical, high-impact solutions, he can be found exploring the lush landscapes of Mauritius with his son.