The Ultimate Guide to Snowpark: Design and deploy Snowpark with Python for efficient data workloads
The Ultimate Guide to Snowpark
by SGS, Shankar Narayanan;SS, Vivekanandan;Hollan, Jeff;
English | 2024 | ISBN: 1805123416 | 254 pages | True PDF | 17.53 MB
by SGS, Shankar Narayanan;SS, Vivekanandan;Hollan, Jeff;
English | 2024 | ISBN: 1805123416 | 254 pages | True PDF | 17.53 MB
Develop robust data pipelines, deploy mature machine learning models, and build secure data apps with Snowpark using Python Key Features
Book DescriptionSnowpark is a powerful framework that helps you unlock numerous possibilities within the Snowflake Data Cloud. However, without proper guidance, leveraging the full potential of Snowpark with Python can be challenging. Packed with practical examples and code snippets, this book will be your go-to guide to using Snowpark with Python successfully. The Ultimate Guide to Snowpark helps you develop an understanding of Snowpark and how it enables you to implement workloads in data engineering, data science, and data applications within the Data Cloud. From configuration and coding styles to workloads such as data manipulation, collection, preparation, transformation, aggregation, and analysis, this guide will equip you with the right knowledge to make the most of this framework. You'll discover how to build, test, and deploy data pipelines and data science models. As you progress, you'll deploy data applications natively in Snowflake and operate large language models (LLMs) using Snowpark container services. By the end of this book, you'll be able to leverage Snowpark's capabilities and propel your career as a Snowflake developer to new heights.What you will learn
Who this book is for This book is for data engineers, data scientists, developers, and data practitioners seeking an in-depth understanding of Snowpark's features and best practices for deploying various workloads in Snowpark using the Python programming language. Basic knowledge of SQL, proficiency in Python, an understanding of data engineering and data science basics, and familiarity with the Snowflake Data Cloud platform are required to get the most out of this book.
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