Items related to Time Series Analysis with Spark: A practical guide...

Time Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache Spark - Softcover

 
9781803232256: Time Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache Spark

Synopsis

Master the fundamentals of time series analysis with Apache Spark and Databricks and uncover actionable insights at scale

Key Features

  • Quickly get started with your first models and explore the potential of Generative AI
  • Learn how to use Apache Spark and Databricks for scalable time series solutions
  • Establish best practices to ensure success from development to production and beyond
  • Purchase of the print or Kindle book includes a free PDF eBook

Book Description

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.

What you will learn

  • Understand the core concepts and architectures of Apache Spark
  • Clean and organize time series data
  • Choose the most suitable modeling approach for your use case
  • Gain expertise in building and training a variety of time series models
  • Explore ways to leverage Apache Spark and Databricks to scale your models
  • Deploy time series models in production
  • Integrate your time series solutions with big data tools for enhanced analytics
  • Leverage GenAI to enhance predictions and uncover patterns

Who this book is for

If you are a data engineer, ML engineer, data scientist, or analyst looking to enhance your skills in time series analysis with Apache Spark and Databricks, this book is for you. Whether you’re new to time series or an experienced practitioner, this guide provides valuable insights and techniques to improve your data processing capabilities. A basic understanding of Apache Spark is helpful, but no prior experience with time series analysis is required.

Table of Contents

  1. What Are Time Series
  2. Why Time Series Analysis?
  3. Introduction to Apache Spark
  4. End-to-End View of a Time Series Analysis Project
  5. Data Preparation
  6. Exploratory Data Analysis
  7. Building and Testing Models
  8. Going at Scale
  9. Going to Production
  10. Going Further with Apache Spark
  11. Recent Developments in Time Series Analysis

"synopsis" may belong to another edition of this title.

About the Author

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.

"About this title" may belong to another edition of this title.

Buy Used

Condition: As New
Unread book in perfect condition...
View this item

FREE shipping within United Kingdom

Destination, rates & speeds

Search results for Time Series Analysis with Spark: A practical guide...

Stock Image

Unknown, Unknown
ISBN 10: 1803232250 ISBN 13: 9781803232256
New

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 50001578-n

Contact seller

Buy New

£ 33.30
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

RAMASWAMI, YONI
Published by Packt Publishing, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Softcover

Seller: Speedyhen, London, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: NEW. Seller Inventory # NW9781803232256

Contact seller

Buy New

£ 33.31
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: 6 available

Add to basket

Stock Image

Ramaswami, Yoni
Published by Packt Publishing, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Softcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9781803232256_new

Contact seller

Buy New

£ 35.22
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Unknown, Unknown
ISBN 10: 1803232250 ISBN 13: 9781803232256
Used

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 50001578

Contact seller

Buy Used

£ 38.32
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Yoni Ramaswami
Published by Packt Publishing Limited, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Paperback / softback
Print on Demand

Seller: THE SAINT BOOKSTORE, Southport, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 526. Seller Inventory # C9781803232256

Contact seller

Buy New

£ 38.86
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Ramaswami, Yoni
Published by Packt Publishing, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Softcover

Seller: California Books, Miami, FL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # I-9781803232256

Contact seller

Buy New

£ 34.87
Convert currency
Shipping: £ 7.52
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Ramaswami, Yoni
Published by Packt Publishing 3/28/2025, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Paperback or Softback

Seller: BargainBookStores, Grand Rapids, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback or Softback. Condition: New. Time Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache Spark 1.14. Book. Seller Inventory # BBS-9781803232256

Contact seller

Buy New

£ 34.47
Convert currency
Shipping: £ 8.65
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 5 available

Add to basket

Stock Image

Unknown, Unknown
ISBN 10: 1803232250 ISBN 13: 9781803232256
New

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 50001578-n

Contact seller

Buy New

£ 32.41
Convert currency
Shipping: £ 15.04
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Unknown, Unknown
ISBN 10: 1803232250 ISBN 13: 9781803232256
Used

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 50001578

Contact seller

Buy Used

£ 35.09
Convert currency
Shipping: £ 15.04
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Yoni Ramaswami
Published by Packt Publishing, 2025
ISBN 10: 1803232250 ISBN 13: 9781803232256
New Taschenbuch
Print on Demand

Seller: AHA-BUCH GmbH, Einbeck, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Master the fundamentals of time series analysis with Apache Spark and Databricks and uncover actionable insights at scaleKey Features: Quickly get started with your first models and explore the potential of Generative AI Learn how to use Apache Spark and Databricks for scalable time series solutions Establish best practices to ensure success from development to production and beyond Purchase of the print or Kindle book includes a free PDF Elektronisches BuchBook Description: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.What You Will Learn: Understand the core concepts and architectures of Apache Spark Clean and organize time series data Choose the most suitable modeling approach for your use case Gain expertise in building and training a variety of time series models Explore ways to leverage Apache Spark and Databricks to scale your models Deploy time series models in production Integrate your time series solutions with big data tools for enhanced analytics Leverage GenAI to enhance predictions and uncover patternsWho this book is for:If you are a data engineer, ML engineer, data scientist, or analyst looking to enhance your skills in time series analysis with Apache Spark and Databricks, this book is for you. Whether you're new to time series or an experienced practitioner, this guide provides valuable insights and techniques to improve your data processing capabilities. A basic understanding of Apache Spark is helpful, but no prior experience with time series analysis is required.Table of Contents What Are Time Series Why Time Series Analysis Introduction to Apache Spark End-to-End View of a Time Series Analysis Project Data Preparation Exploratory Data Analysis Building and Testing Models Going at Scale Going to Production Going Further with Apache Spark Recent Developments in Time Series Analysis. Seller Inventory # 9781803232256

Contact seller

Buy New

£ 49.98
Convert currency
Shipping: £ 12.20
From Germany to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

There are 1 more copies of this book

View all search results for this book