Microsoft Fabric Data Engineering Mastery: A Complete Guide

سرفصل های دوره

Hands-On Learning with Azure Data Factory, Spark & Medallion Architecture for Scalable Data Solutions

1 - Introduction

1 - Introduction to Microsoft Fabric Data Engineering

2 - Course Resources for Dataflow SQL and Python.txt

2 - How to take this Course

3 - Introduction to Microsoft Fabric

3 - Intro-to-MS-Fabric.pdf

3 - Wilsonmargitbubio Reference for some Images I used Nice Blog Article.txt

4 - Car Sales Case Study and Fabric Technology Stacks

4 - Intro-to-MS-Fabric-Case-Studies.pdf

5 - Introduction to Microsoft Fabric Data Engineering and Certification Alignment.html

2 - Medallion Architecture and Data Modeling

6 - Introduction to Medallion Architecture

6 - Medallion-Architecture-Introduction.pdf

7 - Medallion Architecture Data Layers Explained

7 - Medallion-Architecture-Layers.pdf

8 - Data Model Overview

8 - Medallion-Architecture-Data-Modeling.pdf

3 - Setting up Microsoft Fabric

9 - Create a Free Microsoft Fabric Account

9 - Microsoft Fabric Getting Started.txt

10 - Microsoft Fabric Home Page.txt

10 - Setup Your First Microsoft Fabric Workspace

11 - Car Prices from the Kaggle Vehicle Sales Dataset.txt

11 - Setup Raw Lakehouse

11 - car-prices.csv.zip

4 - Data Engineering with Dataflow Gen2

12 - Course Resources for Dataflow SQL and Python.txt

12 - To Bronze Using Dataflow Gen2 to Ingest Data

12 - To-Bronze.pdf

13 - To Silver Intro to Ingesting Data to Silver Layer

13 - To-Silver.pdf

14 - To Silver Using Dataflow Gen2 to Ingest Data part 1

15 - To Silver Using Dataflow Gen2 to Ingest Data part 2

16 - To Silver Addressing Dataflow Gen2 Refresh Issue

17 - To Gold Intro to Ingesting Data to Gold Layer

17 - To-Gold.pdf

18 - To Gold Addressing Fix to Silver Layer Data

19 - To Gold Preparing Dimensions using Dataflow Gen2 part 1

20 - To Gold Preparing Dimensions using Dataflow Gen2 part 2

21 - To Gold Preparing CarSales Fact Table using Dataflow Gen2

22 - Visualization Dataflow Gen 2 Semantic Model

23 - Visualization Using PowerBI to Visualize Data

24 - Visualization Dataflow Gen 2 Data Fixes

25 - Pipelines Automating Data Engineering from Raw to Gold Layer

5 - Data Engineering with SQL

26 - Course Resources for Dataflow SQL and Python.txt

26 - Introduction.pdf

26 - Introduction to Data Engineering with SQL

27 - Course Resources for Dataflow SQL and Python.txt

27 - SQL Workspace Setup

28 - Course Resources for Dataflow SQL and Python.txt

28 - To Bronze Data Pipeline Copy Activity

29 - SQL-To-Silver.pdf

29 - To Silver Intro to Ingesting Data in the Silver Layer

30 - To Silver Writing Silver Layer Queries part 1

31 - To Silver Writing Silver Layer Queries part 2

32 - To Silver Writing Silver Layer Queries part 3

33 - Azure Data Studio.txt

33 - To Silver Using Azure Data Studio alongside MS Fabric

34 - To Gold Intro to Ingesting Data in the Gold Layer

35 - To Gold Dimension Modeling using SQL part 1

36 - To Gold Dimension Modeling using SQL part 2

37 - To Gold Dimension Modeling using SQL part 3

38 - To Gold Creating Pipeline for Automation

39 - To Gold Data Visualization of SQL Prepared Gold Layer

6 - Using PySpark and Python for Microsoft Fabric Data Engineering

40 - Course resources for Dataflow SQL and Python.txt

40 - Introduction

40 - Introduction.pdf

41 - Course resources for Dataflow SQL and Python.txt

41 - Setting up PySpark Workspace in Microsoft Fabric

42 - Course resources from Dataflow SQL and Python.txt

42 - To Bronze Using Python and PySpark to Ingest Data

43 - To Silver Preparing Silver Layer using PySpark and Python part 1

44 - To Silver Preparing Silver Layer using PySpark and Python part 2

45 - To Silver Preparing Silver Layer using PySpark and Python part 3

46 - PySpark-To-Gold.pdf

46 - To Gold Dimension Modeling using PySpark and Python part 1

47 - To Gold Dimension Modeling using PySpark and Python part 2

48 - To Gold Dimension Modeling using PySpark and Python part 3

49 - To Gold CarSales Fact table preparation using PySpark and Python

50 - To Gold Running Notebooks via Pipelines

51 - To Gold Preparing Semantic Layer

52 - To Gold Visualizing Data using PowerBI Reports

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تولید کننده: Udemy