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Azure Data Scientist Associate Certification Guide

You're reading from  Azure Data Scientist Associate Certification Guide

Product type Book
Published in Dec 2021
Publisher Packt
ISBN-13 9781800565005
Pages 448 pages
Edition 1st Edition
Languages
Authors (2):
Andreas Botsikas Andreas Botsikas
Profile icon Andreas Botsikas
Michael Hlobil Michael Hlobil
Profile icon Michael Hlobil
View More author details

Table of Contents (17) Chapters

Preface Section 1: Starting your cloud-based data science journey
Chapter 1: An Overview of Modern Data Science Chapter 2: Deploying Azure Machine Learning Workspace Resources Chapter 3: Azure Machine Learning Studio Components Chapter 4: Configuring the Workspace Section 2: No code data science experimentation
Chapter 5: Letting the Machines Do the Model Training Chapter 6: Visual Model Training and Publishing Section 3: Advanced data science tooling and capabilities
Chapter 7: The AzureML Python SDK Chapter 8: Experimenting with Python Code Chapter 9: Optimizing the ML Model Chapter 10: Understanding Model Results Chapter 11: Working with Pipelines Chapter 12: Operationalizing Models with Code Other Books You May Enjoy

Exploring the Azure ML Studio experience

Azure Machine Learning comes with a dedicated web interface that allows you to implement both no-code and code-first data science initiatives. You can access the web interface either through the Launch studio button within the Azure portal resource, as you saw in the previous section, or by visiting the https://ml.azure.com page directly. With the latter approach, if this is your first time you've visited the Studio site, you will have to manually select the Azure Active Directory tenant, the Subscription, and the name of the Machine Learning workspace you want to connect to, as shown in Figure 3.3.

Figure 3.3 – Selecting the machine learning workspace in ml.azure.com

Once you've selected your workspace, you will land on the home page of Azure Machine Learning Studio, as shown in Figure 3.4.

Figure 3.4 – Azure Machine Learning Studio home page

On the left-hand side, you...

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