Mô tả

Microsoft Fabric: The Future of Data Analytics

In this 12 hour course, you will learn about Microsoft Fabric, a unified platform designed to meet your organization's data and analytics needs. You will explore the capabilities of Fabric, understand how it works, and learn how to use it to build end-to-end data analytics solutions.

The course covers a wide range of Fabric experiences, including:


  • OneLake: The concept of OneLake is to unify all of your data into a single repository, regardless of its source or format. This makes it easier to manage your data and to perform analytics across all of your data.

  • Lakehouses: Lakehouses are a new type of data store that combine the benefits of data lakes and data warehouses. They offer the scalability and flexibility of data lakes, while also providing the performance, structure and governance of data warehouses.

  • Data Warehouses: A database system that stores data in OneLake and provides a medium to interact with the database using SQL commands or other compute engines.

  • Direct Lake: Direct Lake is a new feature for Power BI that provides all the benefits and performance of Import Mode without actually importing any data into your data model.

  • Data Factory: Data Factory is a Fabric service that helps you to automate the process of data ingestion, transformation, and loading. Data Factory can be used to build pipelines that process data from a variety of sources including sources native to Fabric and outside the Fabric environment:

  • Dataflows Gen2: A new version of Dataflows that is built on top of Power Query Online. It provides a number of new features and improvements over Dataflows Gen1.

  • Delta Parquet files: Delta Parquet files are a new type of Parquet file that support incremental updates. This makes them a good choice for data lakes that are used for streaming data or for data that is frequently updated.

  • Shortcuts: Shortcuts are a new feature of Azure Data Factory that make it easier to reuse data pipelines. Shortcuts can be used to create a reusable reference to a data pipeline, which can then be used in other pipelines.

This course is designed for data analysts, data scientists, data engineers, Power BI developers and other professionals who want to learn how to use Microsoft Fabric to build end-to-end data analytics solutions. No prior experience with Fabric is required.

This course is a great way to learn about the latest in data analytics technology and to gain the skills you need to build end-to-end data analytics solutions in Microsoft Fabric.

Bạn sẽ học được gì

The OneLake platform

Fabric Lakehouses

Fabric Data Warehouses

Dataflows Gen2

Power BI and Direct Lake

Data Factory (Data Pipelines)

Shortcuts

Compute engines, querying and working with Fabric data

Yêu cầu

  • No prior experience with Microsoft Fabric is required
  • Some experience with data analysis and/or data engineering would be helpful but not required

Nội dung khoá học

13 sections

Introduction

3 lectures
Introduction
05:33
What this course does not cover
02:13
Microsoft Fabric is Generally Available!
03:46

The Microsoft Fabric Environment - Covering the Basics

14 lectures
What is it?
12:54
OneLake
23:17
Direct Lake
14:17
Lakehouses and Data Warehouses
12:36
Delta Lakes
08:09
Delta / Parquet Files
07:49
Microsoft Fabric Data Warehouse (Azure Synapse)
09:31
Data Activator
04:50
Microsoft 365 Copilot
07:40
Fabric Licenses and Pricing
15:39
For the Visual Learner - Part 1
10:06
For the Visual Learner - Part 2
11:43
Am I Going to Lose My Job? (NO!)
07:09
Can Microsoft Fabric Succeed? (Gall's Law)
09:56

Getting Ready to Use Microsoft Fabric

1 lectures
Getting Started
10:49

Using Microsoft Fabric - Data Engineering

19 lectures
Loading Data into a Lakehouse
01:51
Lakehouses - Part 1
11:26
July 2023 Fabric Update
00:39
Lakehouses - Part 2
15:22
Exercise #1
04:44
Lakehouses - Part 3
11:29
Lakehouses - Measures and Visual Queries
11:59
Exercise #2
10:54
Dataflows Gen 2 - Part 1
10:38
Dataflows Gen 2 - Part 2
15:35
Exercise #3
08:16
Direct Lake - Part 1
06:49
Direct Lake - Part 2
13:15
Data Warehouse
19:28
Query Insights
09:44
Zero-Copy Clones
08:49
Lakehouse and Data Warehouse Sharing
11:09
Exercise #4
10:41
Exercise #5
08:58

Using Microsoft Fabric - Data Factory

5 lectures
Data Pipelines - Part 1
08:05
Data Pipelines - Part 2
12:57
Data Pipelines - Part 3
14:39
Data Pipelines - Part 4
06:31
Exercise #1
12:34

Using Microsoft Fabric - Miscelleanous

19 lectures
Supported Data Types
07:35
OneLake Explorer
10:02
Shortcuts - Part 1
09:57
Shortcuts - Part 2
11:01
Apache Spark
08:51
Apache Spark - Exercise #1
15:20
Data Wrangling
15:43
Data Wrangling - Exercise #1
05:11
Data Wrangling - Exercise #2
17:20
Semantic Link
05:20
The Default Power BI Dataset
18:42
Real-time Analytics with KQL
23:23
Loading Snowflake Data
14:06
Domains and Roles
06:24
More About Capacities and Bursting / Smooting
18:00
Microsoft Fabric's Impact on Power BI
13:14
Microsoft Fabric's Impact on Azure Synapse Analytics
11:27
Microsoft Fabric and Databricks
14:39
Fabric Architecture Icons
03:41

Microsoft Fabric July 2023 Monthly Update

5 lectures
Help Pane
03:30
Monitoring Hub
04:48
Sharing
05:07
Data Warehouse Updates
05:09
Data Engineering Updates
06:31

Microsoft Fabric August 2023 Monthly Update

1 lectures
New Core Features, KQL and Dataflow Gen 2
07:25

Microsoft Fabric September 2023 Monthly Update

3 lectures
Synapse Data Warehouse / Fabric Metrics App
06:55
Data Engineering
03:34
Real-Time Analytics
04:23

Microsoft Fabric October 2023 Monthly Update

5 lectures
Core
01:26
Synapse Data Warehouse
02:02
Data Science
02:15
Real-Time Analytics
02:14
Data Engineering
01:43

Microsoft Fabric November 2023 Monthly Update

7 lectures
Datasets Are Now Semantic Models
04:03
Core
01:03
Synapse Data Warehouse
04:24
Data Engineering
08:47
Data Science
03:40
Real-Time Analytics
02:02
Dataflows Gen2
01:35

Test Your Knowledge

1 lectures
Time for a Quiz
22:53

Bonus

2 lectures
Bonus Offer
01:00
Microsoft Fabric DP-600 Exam
02:07

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