kingers Posted March 28 Report Share Posted March 28 Master Microsoft Fabric: A Complete End-To-End Project- Cicd Published 10/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 7.20 GB | Duration: 21h 34mMicrosoft Fabric from Scratch includes Git, Lakehouse, Warehouse, Synapse Migration, end to end project with CICD- DP600 What you'll learn Understand and implement Microsoft Fabric Learn Data Engineering with Microsoft Fabric Implement Continuous Integration and Continuous Deployment in project Migrate Existing Synapse notebooks to Microsoft Fabric How access control and permissions works in Microsoft Fabric Enable Git and implement in Fabric project Understand OneLake and its features Implement Medallion Architecture with Microsoft Fabric Build an end to end CICD pipeline in Fabric Understand Fabric Lakehouse and its features Use Capacity Metrics App to monitor your items in Workspace Understand Fabric Warehouse and its features Handle different scenarios with Power BI in Fabric Row-level security , Column level security, object level security, Dynamic data masking in Warehouse Incremental loading to ingest data in all layers Update Microsoft Power BI from XMLA endpoint Different ways to refresh semantic models of Power BI Tenant level permissions, Capacity level permissions Workspace level sharing, Item level sharing of Fabric Items Row-level security , Column level security, object level security in Power BI Capacity metrics app different throttling stages Azure data factory vs Fabric data pipelines from On-premise data ingestion Different Medallion Architectural patterns to implement in Fabric Requirements Basic knowledge on Python and SQL Basic knowledge on Azure Cloud An Azure account to perform hands-on practicals No experience on Microsoft Fabric is needed, you will learn everything from scratch Description Unlock the full potential of Microsoft Fabric in this comprehensive course designed for data professionals at all levels. "Master Microsoft Fabric: A Complete End-to-End Project - CICD" takes you on an immersive journey through the core concepts and practical applications of Microsoft Fabric, enabling you to build and deploy advanced data solutions with confidence.The course begins with an in-depth exploration of foundational concepts such as Lakehouse, Warehouse, and OneLake, helping you understand the architecture and functionality of Microsoft Fabric. You'll learn how to leverage the Capacity Metrics App to monitor and manage your resources effectively, ensuring optimal performance for your data projects.As we delve deeper, you'll discover the seamless process of migrating Synapse notebooks to Fabric, gaining hands-on experience with its enhanced features. This migration will empower you to utilize existing resources while maximizing the benefits of the new environment.The course culminates in a capstone project that encompasses all the skills you've acquired. You'll implement a complete end-to-end data solution, focusing on building a robust Continuous Integration and Continuous Deployment (CICD) pipeline. This project not only solidifies your learning but also prepares you for real-world applications.By the end of this course, you will possess the expertise to navigate Microsoft Fabric and implement data solutions that meet today's challenges. Join us and elevate your data skills to the next level! Overview Section 1: Course Introduction Lecture 1 Introduction Lecture 2 Pre-requisites and benefits Lecture 3 Project Architecture and learning structure Lecture 4 Course Slides Section 2: Environment Setup Lecture 5 Section Introduction Lecture 6 Creating storage account in Azure Lecture 7 Creating Azure Synapse Analytics Service in Azure Section 3: Understanding Microsoft Fabric Lecture 8 Section Introduction Lecture 9 Evolution of Data Architectures Lecture 10 Delta Lake Structure Lecture 11 Why Microsoft Fabric is needed Lecture 12 Microsoft's definition of Fabric Lecture 13 How to enable and access Microsoft Fabric Lecture 14 Fabric License and costing Lecture 15 Experiences in Microsoft Fabric Lecture 16 Fabric Terminology Lecture 17 OneLake in Fabric Lecture 18 One copy for all Computes in Microsoft Fabric Section 4: Fabric Lakehouse Lecture 19 Section Introduction Lecture 20 Understanding Fabric Workspaces Lecture 21 Enable Fabric Trail and Create workspace Lecture 22 Purchasing Fabric Capacity from Azure Lecture 23 Workspace roles in Microsoft Fabric Lecture 24 Creating a Lakehouse Lecture 25 What is inside lakehouse Lecture 26 Uploading data to Lakehouse Lecture 27 Uploading Folder into Lakehouse Lecture 28 SQL analytics endpoint in Lakehouse Lecture 29 Access SQL analytics endpoint using SSMS Lecture 30 Visual Query in SQL endpoint Lecture 31 Default Semantic Model Lecture 32 OneLake File Explorer Section 5: Fabric Data Factory Lecture 33 Section Introduction Lecture 34 Fabric Data Factory UI Lecture 35 Ways to load data into Lakehouse Lecture 36 Fabric Data Factory vs Azure Data Factory Scenario Lecture 37 Gateway types in Microsoft Fabric Lecture 38 Installing On-prem data gateway Lecture 39 Create Connection to SQL Server Lecture 40 Pipeline to ingest OnPrem SQL data to Lakehouse Lecture 41 Scenario completed using Fabric data factory Lecture 42 Dataflow Gen2 - Intro Lecture 43 Creating DataFlow Gen2 Lecture 44 DataFlow Gen2 in Fabric vs Dataflows in ADF Section 6: Fabric OneLake Lecture 45 Section Introduction Lecture 46 Loading data status Lecture 47 Shortcuts in Fabric - Intro Lecture 48 Prerequisites to Create a shortcut Lecture 49 Creating a shortcut in Files of Lakehouse Lecture 50 Criteria to create shortcuts in table section Lecture 51 Uploading required files and access for synapse Lecture 52 Right way to create a shortcut in table's section Lecture 53 Creating delta file Lecture 54 Creating shortcut in Table's section Lecture 55 Scenario - Creating shortcut with delta in a subfolder Lecture 56 Scenario - Creating shortcut with only parquet format Lecture 57 Requirements to create shortcuts in Table and files section Lecture 58 Updation Scenario 1 - Lakehouse to Datalake Lecture 59 Updation Scenario 2 - Datalake to Lakehouse Lecture 60 Shortcut deletion scenarios intro Lecture 61 Deletion Scenario 1 - Delete in Lakehouse files Lecture 62 Deletion Scenario 2 - Delete in ADLS Lecture 63 Deletion Scenario 3 - Delete table data in Lakehouse Lecture 64 Deletion Scenario 4 - Delete table data in ADLS Lecture 65 Deletion Scenario 5 - Deleting entire shortcut Lecture 66 Shortcut deleting scenario summary Section 7: Fabric Synapse Data Engineering Lecture 67 Section Introduction Lecture 68 Ingestion to Lakehouse status Lecture 69 Spark in Microsoft Fabric Lecture 70 Spark pools in Microsoft Fabric Lecture 71 Spark pool node size Lecture 72 Customizing Starter pools Lecture 73 Creating a custom pool in Workspace Lecture 74 Standard vs High Concurrency Sessions Lecture 75 Changing Spark Settings to StarterPool Lecture 76 Understanding Notebooks UI Lecture 77 Fabric Notebook basics Lecture 78 MSSparkUtils - Intro Lecture 79 MSSparkUtils - FS- Mount Lecture 80 MSSparkUtils - FS - Other utils Lecture 81 MSSparkUtils - FS - FastCp Lecture 82 Creating Folders in Microsoft Fabric Lecture 83 MSSparkUtils - Notebook Utils - Run exit Lecture 84 MSSparkUtils - Notebook - RunMultiple Lecture 85 Access ADLS data to Lakehouse - Intro Lecture 86 Access ADLS using Entra ID Lecture 87 Access ADLS using Service principal Lecture 88 Access ADLS using SP with keyvault Lecture 89 Call Fabric notebook from Fabric pipeline Lecture 90 Managed vs External table - Intro Lecture 91 Create a Managed Table Lecture 92 Create an External Table Lecture 93 Shortcut Table is an external or managed table Lecture 94 Data Wrangler in Fabric Notebook Lecture 95 Environments in Microsoft Fabric Lecture 96 Understanding V-order optimization Lecture 97 Inspire us with your Thoughts Lecture 98 Spark Job Definition Lecture 99 What is a data mesh Lecture 100 Creating domains in Fabric Section 8: Synapse Migration to Microsoft Fabric Lecture 101 Section Introduction Lecture 102 Manual import from Synapse to Fabric Lecture 103 Automated way to import and export notebooks - Intro Lecture 104 Migrate all notebooks from Synapse to fabric Lecture 105 Possibility of Migration of Pipelines to Fabric pipelines Lecture 106 Ways to migrate ADLS data to Fabric OneLake Lecture 107 Migrate ADLS data to Onelake using Storage Explorer Section 9: Fabric Capacity Metrics App Lecture 108 Section Introduction Lecture 109 Install Capacity Metrics App Lecture 110 Understanding UI of Capacity Metrics App Lecture 111 Capacity Units consumption Lecture 112 Throttling vs Smoothing Lecture 113 Throttling stage- Overage Protection Policy Lecture 114 Other throttling stages Lecture 115 Throttling stages Summary Lecture 116 Overages in Fabric Lecture 117 System Events in Fabric Lecture 118 Matrix Visual Section 10: Fabric Synapse Data Warehouse Lecture 119 Section Introduction Lecture 120 Creating a Warehouse in Fabric Lecture 121 Warehouse vs SQL Analytics Endpoint Lecture 122 Creating a table and Limitations Lecture 123 Ways to Load Data into Warehouse Lecture 124 Loading Data using COPY INTO Command Lecture 125 Loading Data using Pipeline to Warehouse Lecture 126 Loading Data using DataFlow Gen2 Lecture 127 Data Sharing - Lakehouse & Warehouse Lecture 128 Cross Database Ingestion in Warehouse Lecture 129 Lakehouse vs Warehouse when to choose what Lecture 130 Different Medallion Architectural patterns Lecture 131 Update Lakehouse data from WH and vice versa Lecture 132 SQL query as session in Fabric Lecture 133 Zero Copy clone within and across Schema Lecture 134 Time Travel in Warehouse Lecture 135 Benefits & Limitations of Zero Copy clones Lecture 136 Cloning single or multiple tables using UI Lecture 137 Query Insights in Warehouse Section 11: Fabric Access Control and permissions Lecture 138 Section Introduction Lecture 139 Microsoft Fabric Structure Lecture 140 Tenant Level permissions Lecture 141 Capacity Level Permissions Lecture 142 Creating new user in Entra ID Lecture 143 Workspace roles- Workspace Administration Lecture 144 Workspace roles - Data pipeline permissions Lecture 145 Workspace Roles - Notebook, Spark jobs, etc Lecture 146 Data Warehouse permissions - Intro Lecture 147 Workspace Roles - Accessing shortcuts internal to fabric - Theory Lecture 148 Workspace Roles - Accessing Shortcuts Internal to Fabric - Practical Lecture 149 Workspace Roles - Accessing ADLS shortcuts - Theory Lecture 150 Workspace Roles - Accessing ADLS shortcuts - Practical Lecture 151 Workspace Roles - Lakehouse permissions Lecture 152 Item level permissions - Intro Lecture 153 Warehouse Sharing - No additional permissions Lecture 154 Warehouse Sharing - ReadData permissions Lecture 155 Warehouse Sharing - ReadAll permissions Lecture 156 Warehouse Sharing - Build permissions Lecture 157 Extend Microsoft Fabric Trail Lecture 158 Lakehouse Sharing - All permissions Lecture 159 Notebook - Item Sharing Lecture 160 Manage OneLake data access Lecture 161 Row-Level Security in Warehouse and SQL endpoint Lecture 162 Dynamic Data Masking in Warehouse and SQL endpoint Lecture 163 Column & Object level security in Warehouse and SQL endpoint Section 12: Microsoft Power BI in Fabric Lecture 164 Section Introduction Lecture 165 Default Semantic Model - Intro Lecture 166 Manage default Semantic Model Lecture 167 Accessing Lakehouse or Warehouse using Power BI Desktop Lecture 168 Automatically update semantic model in Lakehouse or warehouse Lecture 169 Creating new Semantic Model Lecture 170 Lineage view and Impact Analysis Lecture 171 Connect using XMLA endpoint and readwrite using Tabular Editor Lecture 172 What is a Direct Lake Lecture 173 Direct Lake - Practical Lecture 174 DirectLake vs Direct Query vs Import modes Lecture 175 Refresh a Semantic Model - Manual Lecture 176 Refresh Semantic model from Notebook Lecture 177 Refresh Semantic Model from XMLA Endpoint Lecture 178 Refresh Semantic Model from Data Pipeline Lecture 179 Fallback to Direct Query Scenarios Lecture 180 Handling Fallback behavior of Semantic Models Lecture 181 Copy Multiple measures from One Model to another in Fabric.mp4 Lecture 182 Row-level security in Power BI Lecture 183 Row-level security without Viewer Role Lecture 184 Build permission to user with RLS Lecture 185 Dynamic Row-level Security Lecture 186 Object level Security with viewer role Lecture 187 Object level security without Viewer role Lecture 188 Column level security Section 13: Fabric End to End project Lecture 189 Section Introduction Lecture 190 Different Medallion architectures in Fabric Lecture 191 Understanding domain and dataset information Lecture 192 Project Architecture Lecture 193 Creating workspace for project and review dataset Lecture 194 Get data from Raw to landing - theory Lecture 195 Raw to landing zone Lecture 196 Different incremental loading patterns Lecture 197 Incrementally ingest from Raw to landing zone Lecture 198 Automate ingest from Raw to Landing using pipeline Lecture 199 Ingest data from Landing to Bronze layer - Theory Lecture 200 Understanding UPSERT logic for Landing to Bronze ingestion Lecture 201 Landing to Bronze layer - practical Lecture 202 Reading landing to bronze from next partition Lecture 203 UPSERT scenario practical - Landing to bronze Lecture 204 Bronze layer to Silver layer - Theory Lecture 205 Understanding data transformations and UPSERT logic for Silver table Lecture 206 Silver table - Data cleaning Lecture 207 Silver Layer - data transformations Lecture 208 Gold Layer - Facts and dimensions table - Theory Lecture 209 Gold Layer - Facts and dimension tables - Practical Lecture 210 Data modelling and creating a report Lecture 211 Orchestrate end to end pipeline and execute it Section 14: Fabric Git Integration Lecture 212 Section Introduction Lecture 213 Creating data sources for PROD Lecture 214 Changes made to support Git integration Lecture 215 Executing to check if changes were working Lecture 216 Sign up with Azure DevOps account Lecture 217 Connect Fabric workspace to Azure DevOps Lecture 218 Git integration permissions and Limitations Lecture 219 Locking main branch with branch policy Lecture 220 Understanding Continuous Integration (CI) in Fabric Lecture 221 Continuous Integration in Fabric Workspace Lecture 222 Status of workspace created for feature branch Lecture 223 Understanding Continuous Deployment in Fabric Lecture 224 Deploying Fabric items from Dev to Prod Lecture 225 Deployment rules to Change data sources of Prod workspace Lecture 226 End to End execution in PROD Lecture 227 Git integration for Power BI developers Lecture 228 Summary of version control for Power BI Section 15: Fabric Course - Conclusion Lecture 229 Course Completion Lecture 230 My other Data Engineering Courses Data Engineers who want to get real time experience using Microsoft Fabric,Data professionals who want to build an end to end project in Microsoft Fabric,Engineers who want to learn Microsoft Fabric from ScratchAusFilehttps://ausfile.com/gok2pbdurf96/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part1.rarhttps://ausfile.com/zz2gej695wsi/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part2.rarhttps://ausfile.com/ixhcp0nesftq/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part3.rarhttps://ausfile.com/vccpr1ji3zx8/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part4.rarhttps://ausfile.com/xp9nsn2zlmgr/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part5.rarhttps://ausfile.com/2fihzgmxsl52/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part6.rarhttps://ausfile.com/9elnuf9yp0j1/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part7.rarhttps://ausfile.com/fv0sr14uw1np/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part8.rarRapidGatorhttps://rapidgator.net/file/6b9396bdea74444a2e2fcdb531efad4e/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part1.rarhttps://rapidgator.net/file/1359fed19b0dcd3cbab61e371b6bfb5f/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part2.rarhttps://rapidgator.net/file/ca22972d4f39d34e062d3ff47f0758a6/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part3.rarhttps://rapidgator.net/file/8749ed4d268eea90abdf72fbadb2191d/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part4.rarhttps://rapidgator.net/file/3e9c803974ea555d9a034ac343440daf/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part5.rarhttps://rapidgator.net/file/ec79d2a38e1587e35649f50f1fa6b955/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part6.rarhttps://rapidgator.net/file/5f14f018ad417e76368b6b171d71a505/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part7.rarhttps://rapidgator.net/file/7f11426d6adf07d7b5f008768a5f7282/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part8.rarTurboBithttps://turbobit.net/ww4d1v1yidrd/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part1.rar.htmlhttps://turbobit.net/jr35cifuthts/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part2.rar.htmlhttps://turbobit.net/9ta03f1vle5e/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part3.rar.htmlhttps://turbobit.net/v6g5qy9bzkqr/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part4.rar.htmlhttps://turbobit.net/j7q3d4ewg8vc/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part5.rar.htmlhttps://turbobit.net/20v4jzmq29k9/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part6.rar.htmlhttps://turbobit.net/idqgydnzkypn/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part7.rar.htmlhttps://turbobit.net/8pm1y7zqr8al/.Master.Microsoft.Fabric.A.Complete.End-to-End.Project-.CICD.2025-3.part8.rar.htmlFileFactory Link to comment Share on other sites More sharing options...
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