[DP-100] Azure Data Scientist - Datastores and Datasets in AI & ML on Azure Cloud | K21Academy

𝐉𝐨𝐢𝐧 𝐭𝐡𝐞 𝐅𝐑𝐄𝐄 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬 𝐨𝐧 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 [𝐃𝐏-𝟏𝟎𝟎] 𝐛𝐲 𝐜𝐥𝐢𝐜𝐤𝐢𝐧𝐠 𝐡𝐞𝐫𝐞 https://visit.k21academy.com/cc2867 Datastores are attached to the 🏢 workspace and can be referred to by name. They are used to store 🗜 connection information to Azure storage services. ➤ What Are Azure Datasets?: A dataset is a schema or a 📃 versioned data object for experiments. Datasets can be dragged and dropped in the experiment or added with the UR. ➤ Creating And Registering Datasets: If you are using an Azure Machine Learning Notebook VM, you are all set. If not, go through the configuration notebook to establish a connection to the Azure Machine Learning Workspace. Initialize the Workspace Create an Experiment. ➥ Attach an existing Compute Resource (if you do not have any existing resources, then create new ones) ➥ Now Datasets can be used directly for training. ➤ Dataset Versioning: Dataset versioning helps keep track of previously built datasets used in the experiments. A new version of the dataset can be created by registering it with the same name as a previously registered dataset and specifying the create_new_version property. 💡 𝐖𝐚𝐧𝐭 𝐭𝐨 𝐤𝐧𝐨𝐰 𝐦𝐨𝐫𝐞 𝐚𝐛𝐨𝐮𝐭 𝐃𝐚𝐭𝐚𝐬𝐭𝐨𝐫𝐞𝐬 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚𝐬𝐞𝐭𝐬 𝐢𝐧 𝐀𝐈 & 𝐌𝐋 𝐨𝐧 𝐀𝐳𝐮𝐫𝐞 𝐂𝐥𝐨𝐮𝐝? 𝐖𝐚𝐭𝐜𝐡 𝐭𝐡𝐞 𝐚𝐛𝐨𝐯𝐞 𝐯𝐢𝐝𝐞𝐨 𝐧𝐨𝐰 🚀 𝐖𝐡𝐞𝐫𝐞 𝐰𝐞 𝐜𝐨𝐯𝐞𝐫: 00:00 = Introduction 00:11 = Agenda 01:41 = Working with Data 01:55 = What are Datastores? 03:47 = Adding Datastores to a Workspace 04:45 = Using Azure Blob and File Datastores 07:52 = What are Datasets? 09:25 = Creating and Registering Datasets 11:23 = Reading Data from Datasets 12:38 = Data Versioning 13:23 = Training on Design & Implement Data Science on Azure [DP-100] 13:27 = FREE Class on Microsoft Certified Azure Data Scientist Associate 13:35 = Learning Path for Microsoft Certified Azure Data Scientist Associate [DP-100] 13:48 = Registration Link for FREE Class 𝐂𝐡𝐞𝐜𝐤 𝐨𝐮𝐭 𝐭𝐡𝐢𝐬 𝐛𝐥𝐨𝐠 𝐰𝐡𝐢𝐜𝐡 𝐜𝐨𝐯𝐞𝐫𝐬 𝐞𝐯𝐞𝐫𝐲𝐭𝐡𝐢𝐧𝐠 𝐢𝐧 𝐝𝐞𝐭𝐚𝐢𝐥 https://visit.k21academy.com/275260 𝐀𝐥𝐬𝐨, 𝐝𝐨 𝐧𝐨𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐣𝐨𝐢𝐧 𝐮𝐬 𝐨𝐧 𝐨𝐮𝐫 𝐅𝐑𝐄𝐄 𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦 𝐠𝐫𝐨𝐮𝐩 https://telegram.me/k21microsoftazure, 𝐚𝐧𝐝 𝐛𝐞 𝐭𝐡𝐞 𝐟𝐢𝐫𝐬𝐭 𝐭𝐨 𝐫𝐞𝐜𝐞𝐢𝐯𝐞 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞-𝐫𝐞𝐥𝐚𝐭𝐞𝐝 𝐧𝐞𝐰𝐬 𝐚𝐧𝐝 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. 🤔 𝐃𝐨 𝐲𝐨𝐮 𝐡𝐚𝐯𝐞 𝐪𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬? 𝐋𝐞𝐭 𝐮𝐬 𝐤𝐧𝐨𝐰 𝐢𝐧 𝐭𝐡𝐞 𝐜𝐨𝐦𝐦𝐞𝐧𝐭 𝐬𝐞𝐜𝐭𝐢𝐨𝐧 #DP100 #azuredatasets #microsoftazuredatasettutorial #azuremlstudiodatasets #azuremldatasets #azuredatastores #microsoftazuredatastores #machinelearning #azuremlstudio #microsoftazure #azuretutorial #learnazure #1000azurecertified #AzureCloud #k21academy #askatul Subscribe us and know more about latest Cloud technology: https://k21academy.com/youtube --------------------------------------------------------------------------------------------------------------- LET'S CONNECT ON SOCIAL ↴ ➽ Facebook: https://k21academy.com/Facebook ➽ Linkedin:https://k21academy.com/linkedin ➽ Twitter: https://k21academy.com/twitter ➽ Instagram: https://k21academy.com/instagram See you next video!