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The Ultimate Guide to Snowpark

You're reading from   The Ultimate Guide to Snowpark Design and deploy Snowflake Snowpark with Python for efficient data workloads

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781805123415
Length 254 pages
Edition 1st Edition
Languages
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Authors (2):
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Shankar Narayanan SGS Shankar Narayanan SGS
Author Profile Icon Shankar Narayanan SGS
Shankar Narayanan SGS
Vivekanandan SS Vivekanandan SS
Author Profile Icon Vivekanandan SS
Vivekanandan SS
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Toc

Table of Contents (14) Chapters Close

Preface 1. Part 1: Snowpark Foundation and Setup
2. Chapter 1: Discovering Snowpark FREE CHAPTER 3. Chapter 2: Establishing a Foundation with Snowpark 4. Part 2: Snowpark Data Workloads
5. Chapter 3: Simplifying Data Processing Using Snowpark 6. Chapter 4: Building Data Engineering Pipelines with Snowpark 7. Chapter 5: Developing Data Science Projects with Snowpark 8. Chapter 6: Deploying and Managing ML Models with Snowpark 9. Part 3: Snowpark Applications
10. Chapter 7: Developing a Native Application with Snowpark 11. Chapter 8: Introduction to Snowpark Container Services 12. Index 13. Other Books You May Enjoy

Introduction to the Native Apps Framework

Data analysis has evolved beyond static reports. In today’s business landscape, real-time insights, interactive visuals, and seamless integration with operational tools are in high demand. While traditional methods utilizing SQL or pre-built dashboards have their place, they need more agility and flexibility for modern data exploration. This is where native applications step in, offering exciting potential for immediate and actionable insights and sparking new possibilities for your data analysis.

Snowflake native applications offer a unique advantage by allowing you to develop applications directly within the Data Cloud. These applications reside alongside your data, eliminating the need for data movement or external connectors. This removes the data transfer bottleneck between systems and significantly reduces network latency. Snowflake’s architecture, optimized for parallel processing and distributed storage, enables faster...

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