The Ultimate Guide to Snowpark: Design and deploy Snowflake Snowpark with Python for efficient data workloads
Language: English
Published by Packt Publishing, 2024
- Softcover
- Used
Seller: Books From California, Simi Valley, CA, U.S.A.Books From California
AbeBooks seller since August 14, 2001
Condition: Used - Good
£ 23.02
Quantity: 12 available
Add to basketItem description from seller
Cover and edges may have some wear. Some pages are bent.
Seller Inventory # mon0003808612
- Title
- The Ultimate Guide to Snowpark: Design and deploy Snowflake Snowpark with Python for efficient data workloads
- Author
- SGS, Shankar Narayanan,SS, Vivekanandan
- Publisher
- Packt Publishing
- Publication year
- 2024
- Condition
- Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 1805123416
- ISBN 13
- 9781805123415
Develop robust data pipelines, deploy mature machine learning models, and build secure data apps with Snowflake Snowpark using Python
Key Features
- Get to grips with Snowflake Snowpark’s basic and advanced features
- Implement workloads in domains like data engineering, data science, and data applications using Snowpark with Python
- Deploy Snowpark in production with practical examples and best practices
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Snowpark 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 Snowflake 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
- Harness Snowpark with Python for diverse workloads
- Develop robust data pipelines with Snowpark using Python
- Deploy mature machine learning models
- Explore the process of developing, deploying, and monetizing native apps using Snowpark
- Deploy and operate containers in Snowpark
- Discover the pathway to adopting Snowpark effectively in production
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.
Table of Contents
- Discovering Snowpark
- Establishing a Foundation with Snowpark
- Simplifying Data Processing Using Snowpark
- Building Data Engineering Pipelines with Snowpark
- Developing Data Science Projects with Snowpark
- Deploying and Managing ML Models with Snowpark
- Developing a Native Application with Snowpark
- Introduction to Snowpark Container Services
"Synopsis" may belong to another edition of this title.
About the Author
Shankar Narayanan is a Technical Architect with over a decade of diverse experience leading and delivering large-scale Data and Cloud implementations for Fortune 500 companies across various industries. He has successfully implemented Snowflake Data Cloud for many organizations leading the customers to adopt Snowflake. He holds a bachelor's and master's degree in Computer science and holds many certifications in multi-cloud platforms and Snowflake. He is an award-winning blogger and actively contributes to various technical publications and open-source projects. For his technical contribution to the community, He has been selected as SAP Community Topic leader by SAP and is selected as one of the 72 Snowflake Data Heroes by Snowflake.
Vivekanandan spearheads the GenAI enablement team at Verizon, leveraging over a decade of expertise in Data Science and Big Data. His professional journey spans across building analytics solutions and products across diverse domains, and proficient in cloud analytics and data warehouses. He holds a bachelor's degree in Industrial engineering from Anna University, a long distance program in Big Data analytics from IIM, Bangalore, and a master's in Data Science from Eastern University. As a seasoned trainer, he imparts his knowledge, specializing in Snowflake and GenAI, also a data science guest faculty and advisor for various educational institutes. His solution is ranked in the top 1 percentile in Kaggle Kernels globally.
"About the title" may belong to another edition of this title.
Books From California
Simi Valley, CA, U.S.A.
AbeBooks seller since August 14, 2001
Shipping rates within U.S.A.
| Item | 5 to 14 business days | 3 to 6 business days |
|---|---|---|
| First item | £ 3.68 | £ 5.13 |
Payment methods
Specialty
Childrens, Academic and Scholarly Presses, Art, Science, Antiquarian titles, HistorySeller's business information
Schwabe Books, Inc. DBA Books From California
51 W. Easy St.
Simi Valley, CA U.S.A. 93065
Terms of sale
Refunds Offered Within 10 days of order.
Greg Schwabe
Books From California
51 W. Easy St
Simi Valley, CA. 93065
Fax # 805-582-9513
For questions, please email at
abesales@booksfromca.com
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Books From California, Simi Valley, California, U.S.A., +1 805-306-1772 25, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.