What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Key benefits

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

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.

Who is this book 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.

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

What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Frequently bought together

The Ultimate Guide to Snowpark

May 2024 254 pages

5 (7)

eBook

€17.99 ~~€25.99~~

Data Modeling with Snowflake

May 2023 324 pages

4.9 (18)

eBook

€20.98 ~~€29.99~~

Data Engineering with AWS

Oct 2023 636 pages

4.8 (31)

eBook

€21.99 ~~€31.99~~

Total € 92.96 108.97 16.01 saved

€23.98 ~~€31.99~~

€29.99 ~~€37.99~~

€38.99

Total € 92.96 108.97 16.01 saved Stars icon

FAQs

What is the delivery time and cost of print book?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

What is custom duty/charge?

Customs duty are charges levied on goods when they cross international borders. It is a tax that is imposed on imported goods. These duties are charged by special authorities and bodies created by local governments and are meant to protect local industries, economies, and businesses.

Do I have to pay customs charges for the print book order?

The orders shipped to the countries that are listed under EU27 will not bear custom charges. They are paid by Packt as part of the order.

List of EU27 countries: www.gov.uk/eu-eea:

A custom duty or localized taxes may be applicable on the shipment and would be charged by the recipient country outside of the EU27 which should be paid by the customer and these duties are not included in the shipping charges been charged on the order.

How do I know my custom duty charges?

The amount of duty payable varies greatly depending on the imported goods, the country of origin and several other factors like the total invoice amount or dimensions like weight, and other such criteria applicable in your country.

For example:

If you live in Mexico, and the declared value of your ordered items is over $ 50, for you to receive a package, you will have to pay additional import tax of 19% which will be $ 9.50 to the courier service.
Whereas if you live in Turkey, and the declared value of your ordered items is over € 22, for you to receive a package, you will have to pay additional import tax of 18% which will be € 3.96 to the courier service.

How can I cancel my order?

Cancellation Policy for Published Printed Books:

You can cancel any order within 1 hour of placing the order. Simply contact customercare@packt.com with your order details or payment transaction id. If your order has already started the shipment process, we will do our best to stop it. However, if it is already on the way to you then when you receive it, you can contact us at customercare@packt.com using the returns and refund process.

Please understand that Packt Publishing cannot provide refunds or cancel any order except for the cases described in our Return Policy (i.e. Packt Publishing agrees to replace your printed book because it arrives damaged or material defect in book), Packt Publishing will not accept returns.

What is your returns and refunds policy?

Return Policy:

We want you to be happy with your purchase from Packtpub.com. We will not hassle you with returning print books to us. If the print book you receive from us is incorrect, damaged, doesn't work or is unacceptably late, please contact Customer Relations Team on customercare@packt.com with the order number and issue details as explained below:

If you ordered (eBook, Video or Print Book) incorrectly or accidentally, please contact Customer Relations Team on customercare@packt.com within one hour of placing the order and we will replace/refund you the item cost.
Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on customercare@packt.com who will be able to resolve this issue for you.
You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged?

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use?

You can pay with the following card types:

Visa Debit
Visa Credit
MasterCard
PayPal

What is the delivery time and cost of print books?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

Filter reviews by

All

Amazon verified reviews

Vinoth Nageshwaran Aug 01, 2024

The Ultimate Guide to Snowpark" is an outstanding resource for anyone looking to master Snowpark's capabilities within the Snowflake environment. The book is meticulously crafted, balancing foundational knowledge with advanced techniques, and it is filled with practical examples and code snippets that make learning engaging and effective. It's an indispensable tool for data engineers, data scientists, and developers aiming to leverage Snowpark for scalable and efficient data workloads

Amazon Verified review

Karthik Rajashekaran Jul 25, 2024

An In-Depth and Practical Resource for Snowpark EnthusiastsI recently had the opportunity to dive into "The Ultimate Guide to Snowpark: Design and deploy Snowpark with Python for efficient data workloads," and it has proven to be an invaluable resource for both beginners and seasoned professionals working with Snowflake's Snowpark. This book is a comprehensive guide that effectively bridges the gap between theoretical knowledge and practical implementation.Content and Structure:The book is well-structured, starting with the basics of Snowpark and gradually advancing to more complex topics.Technical Accuracy:The book excels in its technical accuracy. Each chapter is meticulously written, ensuring that the information is up-to-date with the latest version of Snowpark and Python. The authors have done an excellent job of explaining complex concepts in a clear and concise manner, making it easy for readers to follow along and apply the knowledge to their projects.Hands-On Approach:One of the standout features of this book is its hands-on approach. The numerous code snippets and practical examples provide readers with the opportunity to practice and experiment with Snowpark. The step-by-step tutorials are particularly useful for those who learn by doing. By the end of the book, readers will have built several projects that showcase the power and flexibility of Snowpark.Integration with Python:The integration of Snowpark with Python is one of the book's main highlights. It covers the nuances of using Python for data workloads within the Snowpark environment, including tips on optimizing performance and writing efficient code. The book also touches on common pitfalls and how to avoid them, which is invaluable for anyone looking to use Snowpark in a production environment.Final Thoughts:"The Ultimate Guide to Snowpark" is a must-have for anyone looking to harness the power of Snowflake's Snowpark for their data processing needs. Whether you're a data engineer, data scientist, or a developer, this book provides the knowledge and tools needed to design and deploy efficient data workloads using Python and Snowpark. It’s a comprehensive guide that balances theory with practical application, making it an essential addition to your technical library.Highly recommended for anyone serious about mastering Snowpark and taking their data processing skills to the next level.

Jay Jul 12, 2024

Excellent resource covering all essential aspects of Snowflake Snowpark clearly and concisely. The practical examples and insightful explanations make it accessible to both beginners and experienced practitioners. If you're serious about Snowflake Snowpark, this book📘 is for you!

Surabhi Seth Jun 24, 2024

The Ultimate Guide to Snowpark is a comprehensive resource that illustrates this powerful platform, offering clear explanations and a wealth of practical code examples. From data ingestion and transformation to developing and deploying machine learning models, this book equips readers with the knowledge and skills to harness the full potential of Snowpark. It even covers relatively new features like Snowpark Container Services and LLM deployment. In summary, it is a great guide for both Snowpark beginners and advanced users.

JW Jun 13, 2024

A Comprehensive Guide to Mastering SnowparkIf you’re looking to dive deep into Snowpark, “The Ultimate Guide to Snowpark” by Shankar Narayanan SGS and Vivekanandan Srinivasan is the perfect resource. This book offers detailed insights and practical examples that make it indispensable for data engineers and data scientists.The authors cover a wide range of topics, from setting up the development environment to building robust data pipelines and developing data science projects. Each chapter is meticulously crafted, providing clear explanations and hands-on guidance.One of the standout features is the thorough coverage of Snowpark’s capabilities, including data processing, machine learning data management, and even developing native applications. Shankar’s technical expertise and Vivekanandan’s machine learning background shine through, making complex concepts accessible and actionable.Whether you’re new to Snowpark or looking to enhance your skills, this book and the associated Git Repository is an invaluable asset. Highly recommended for anyone serious about leveraging Snowpark within Snowflake.

The Ultimate Guide to Snowpark: Design and deploy Snowflake Snowpark with Python for efficient data workloads

What do you get with Print?