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Optimizing Databricks Workloads

You're reading from  Optimizing Databricks Workloads

Product type Book
Published in Dec 2021
Publisher Packt
ISBN-13 9781801819077
Pages 230 pages
Edition 1st Edition
Languages
Concepts
Authors (3):
Anirudh Kala Anirudh Kala
Profile icon Anirudh Kala
LinkedIn
Anirudh Kala is an expert in machine learning techniques, artificial intelligence, and natural language processing. He has helped multiple organizations to run their large-scale data warehouses with quantitative research, natural language generation, data science exploration, and big data implementation. He has worked in every aspect of data analytics using the Azure data platform. Currently, he works as the director of Celebal Technologies, a data science boutique firm dedicated to large-scale analytics. Anirudh holds a computer engineering degree from the University of Rajasthan and his work history features the likes of IBM and ZS Associates.
See other products by Anirudh Kala
Anshul Bhatnagar Anshul Bhatnagar
Profile icon Anshul Bhatnagar
LinkedIn
Anshul Bhatnagar is an experienced, hands-on data architect involved in the architecture, design, and implementation of data platform architectures, and distributed systems. He has worked in the IT industry since 2015 in a range of roles such as Hadoop/Spark developer, data engineer, and data architect. He has also worked in many other sectors including energy, media, telecoms, and e-commerce. He is currently working for a data and AI boutique company, Celebal Technologies, in India. He is always keen to hear about new ideas and technologies in the areas of big data and AI, so look him up on LinkedIn to ask questions or just to say hi.
See other products by Anshul Bhatnagar
Sarthak Sarbahi Sarthak Sarbahi
Profile icon Sarthak Sarbahi
LinkedIn
Sarthak Sarbahi is a certified data engineer and analyst with a wide technical breadth and a deep understanding of Databricks. His background has led him to a variety of cloud data services with an eye toward data warehousing, big data analytics, robust data engineering, data science, and business intelligence. Sarthak graduated with a degree in mechanical engineering.
See other products by Sarthak Sarbahi
View More author details

Table of Contents (13) Chapters

Preface Section 1: Introduction to Azure Databricks
Chapter 1: Discovering Databricks Chapter 2: Batch and Real-Time Processing in Databricks Chapter 3: Learning about Machine Learning and Graph Processing in Databricks Section 2: Optimization Techniques
Chapter 4: Managing Spark Clusters Chapter 5: Big Data Analytics Chapter 6: Databricks Delta Lake Chapter 7: Spark Core Section 3: Real-World Scenarios
Chapter 8: Case Studies Other Books You May Enjoy

Who this book is for

This book is for data engineers, data scientists, and cloud architects who have working knowledge of Spark/Databricks and some basic understanding of data engineering principles. Readers will need to have a working knowledge of Python, and some experience of SQL in PySpark and Spark SQL is beneficial.

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Authors (3)

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Profile icon Anirudh Kala
LinkedIn
Anirudh Kala is an expert in machine learning techniques, artificial intelligence, and natural language processing. He has helped multiple organizations to run their large-scale data warehouses with quantitative research, natural language generation, data science exploration, and big data implementation. He has worked in every aspect of data analytics using the Azure data platform. Currently, he works as the director of Celebal Technologies, a data science boutique firm dedicated to large-scale analytics. Anirudh holds a computer engineering degree from the University of Rajasthan and his work history features the likes of IBM and ZS Associates.
Read more
See other products by Anirudh Kala
Profile icon Anshul Bhatnagar
LinkedIn
Anshul Bhatnagar is an experienced, hands-on data architect involved in the architecture, design, and implementation of data platform architectures, and distributed systems. He has worked in the IT industry since 2015 in a range of roles such as Hadoop/Spark developer, data engineer, and data architect. He has also worked in many other sectors including energy, media, telecoms, and e-commerce. He is currently working for a data and AI boutique company, Celebal Technologies, in India. He is always keen to hear about new ideas and technologies in the areas of big data and AI, so look him up on LinkedIn to ask questions or just to say hi.
Read more
See other products by Anshul Bhatnagar
Profile icon Sarthak Sarbahi
LinkedIn
Sarthak Sarbahi is a certified data engineer and analyst with a wide technical breadth and a deep understanding of Databricks. His background has led him to a variety of cloud data services with an eye toward data warehousing, big data analytics, robust data engineering, data science, and business intelligence. Sarthak graduated with a degree in mechanical engineering.
See other products by Sarthak Sarbahi
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