1. Setting Up Azure ML Workspace & Resources | Azure Machine Learning Tutorial | DP-100 Exam Prep

In this tutorial, we cover everything you need to know to set up and configure Azure Machine Learning (ML) Workspace and Resources, which is essential for the DP-100 exam preparation.
Learn how to create an Azure ML workspace, explore its architecture, and understand key components like compute instances, clusters, and data assets. This video also guides you through Azure ML Studio, explaining how to manage storage accounts, datastores, and the process of setting up a robust machine learning environment on Azure.

Whether you're preparing for the DP-100 exam or looking to expand your skills in data science and machine learning, this video will provide step-by-step instructions and detailed insights to help you succeed.

Timestamps:
00:00:00 Introduction
00:00:38 Azure Machine Learning Architecture Overview
00:09:44 Create an Azure Machine Learning Workspace
00:19:48 Azure Machine Learning Workspace Overview
00:28:29 Azure Machine Learning Studio Overview
00:38:25 Resources created by Azure ML Workspace
00:40:49 Create Compute Instance in Azure Machine Learning Studio
00:54:13 Running Sample Code on Compute Instance
01:01:04 Stopping & Deleting Compute Instance in Azure ML Studio
01:02:26 Creating Compute Cluster in Azure Machine Learning Studio
01:09:34 Data Workflows in Azure Machine Learning
01:12:54 Exploring Default Storage Account & Datastore in Azure Machine Learning
01:17:13 Steps to Create Data Asset in Azure Machine Learning Studio
01:17:59 Create Storage Account and Upload Data
01:26:18 Create Datastore in Azure ML Studio
01:30:16 Create Data Asset in Azure ML Studio
01:36:46 Explore AzureML Data Asset in Azure ML Studio

Datasets: https://drive.google.com/drive/folders/1gJHOhSQE1obO2Oo43vdxsIlsyJXrV63i?usp=sharing

Azure Machine Learning (DP-100) Playlist: https://www.youtube.com/playlist?list=PLRCZTT34zbc4zNw7JrtMkGi5lFMYBdur5

Azure Databricks Playlist: https://www.youtube.com/playlist?list=PLRCZTT34zbc79QCRyGtQk9vWIJOipGJ0-

My LinkedIn: https://www.linkedin.com/in/vijay-gadhave-4298a782/

My Medium Profile: https://medium.com/@vijaygadhave2014

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