Microsoft Fabric Analytics Engineer: Prepare and Serve Data

سرفصل های دوره

This course will teach you Microsoft Fabric and its features - OneLake, Lakehouse, Warehouse, Data Flows, and Data Pipelines - and how to use them to ingest, transform, and serve data.

1. Course Overview

1. Course Overview

2. Getting Started with Microsoft Fabric

1. Course Introduction

2. Understanding Microsoft Fabric Architecture

3. Setting up the Environment

4. Scenario - Building a Medallion Architecture

5. Defining Medallion Architecture Using Task Flows

6. Understanding Delta Lake on OneLake

3. Working with Lakehouse in Microsoft Fabric

1. Module Overview

2. Understanding Lakehouse

3. Uploading Files and Creating Tables in Lakehouse

4. Understanding Apache Spark Architecture and Execution

5. Configuring Apache Spark Pools

6. Using Notebooks with Lakehouse

7. Working with Objects in Lakehouse SQL Endpoint

4. Ingesting Data in Microsoft Fabric

1. Module Overview

2. Options to Access and Ingest Data in OneLake

3. Accessing External Data Using Shortcuts

4. Ingesting Data Using Dataflows Gen2

5. Ingesting Data Using Data Factory Pipelines

6. Ingesting Data Using Mirroring

5. Cleaning and Transforming Data in Microsoft Fabric

1. Module Overview

2. Understanding and Creating Apache Spark DataFrames

3. Applying Schemas

4. Analyzing and Cleaning Data

5. Applying Transformations

6. Running SQL Queries on DataFrames

7. Saving Processed Data to OneLake

6. Working with Warehouse in Microsoft Fabric

1. Module Overview

2. Understanding Warehouse

3. Differences Between Lakehouse and Warehouse

4. Ingesting Data Using T-SQL

5. Ingesting Data Using Dataflows and Data Factory Pipelines

6. Working with Objects in Warehouse

7. Creating Shortcut to Warehouse Tables in Lakehouse

7. Performance Optimization in Microsoft Fabric

1. Module Overview

2. Optimizing and Z-ordering Delta Tables

3. Cleaning Delta Table Files with Vacuum

4. Enabling Auto Optimization & V-ordering on Delta Tables

5. Course Summary

139,000 تومان

خرید اشتراک افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: PluralSight