Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Azure Synapse Analytics Cookbook
  • Table Of Contents Toc
Azure Synapse Analytics Cookbook

Azure Synapse Analytics Cookbook

By : Gaurav Agarwal(BLR), Meenakshi Muralidharan
4.7 (18)
close
close
Azure Synapse Analytics Cookbook

Azure Synapse Analytics Cookbook

4.7 (18)
By: Gaurav Agarwal(BLR), Meenakshi Muralidharan

Overview of this book

As data warehouse management becomes increasingly integral to successful organizations, choosing and running the right solution is more important than ever. Microsoft Azure Synapse is an enterprise-grade, cloud-based data warehousing platform, and this book holds the key to using Synapse to its full potential. If you want the skills and confidence to create a robust enterprise analytical platform, this cookbook is a great place to start. You'll learn and execute enterprise-level deployments on medium-to-large data platforms. Using the step-by-step recipes and accompanying theory covered in this book, you'll understand how to integrate various services with Synapse to make it a robust solution for all your data needs. Whether you're new to Azure Synapse or just getting started, you'll find the instructions you need to solve any problem you may face, including using Azure services for data visualization as well as for artificial intelligence (AI) and machine learning (ML) solutions. By the end of this Azure book, you'll have the skills you need to implement an enterprise-grade analytical platform, enabling your organization to explore and manage heterogeneous data workloads and employ various data integration services to solve real-time industry problems.
Table of Contents (11 chapters)
close
close

Modeling and scoring using SQL pools

In this recipe, you will learn how to enrich your data, which is under SQL dedicated pools, and apply the existing machine learning model that we created in the Training a model using AutoML in Synapse section. This will help the data analyst and the data professional to directly select and run the existing machine learning model without worrying about writing the actual model.

This is the best way to utilize the model that you trained in the Training a model using AutoML in Synapse recipe and leverage it to predict the existing SQL pool tables with the help of the predict model wizard in the Synapse workspace.

Getting ready

To complete this recipe:

  • Make sure you have created the Azure Machine Learning workspace in the Azure Machine Learning Service in Azure as we did in the Training a model using AutoML in Synapse recipe.
  • You will need to have created the Azure Machine Learning linked service in the Azure Synapse workspace...
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Azure Synapse Analytics Cookbook
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon