Fabric Lakehouse In A Day: Intro To Microsoft Fabric

Microsoft Fabric, Data Engineering

What you'll learn

This course aims to lead individuals through an end-to-end Data Engineering scenario utilizing Microsoft Fabric.

Thoroughout this course participants will delve into constructing a Fabric Lakehouse employing Delta Lake.

Students would engage in data engineering activities like data ingestion, transformation, and modeling, gaining practical experience.

By the end of course, students would possess a firm grasp of constructing a data pipeline utilizing the available Data Engineering tools within Microsoft Fabric

Requirements

Basic Understanding of Data Engineering concepts & familiarity would Azure data resources would be helpful but not necessary.

Description

This course is meticulously crafted to take individuals on a comprehensive Data Engineering expedition using Microsoft Fabric. The primary objective is to provide learners with a deep understanding of Data Engineering principles and practical skills in implementing data pipelines using cutting-edge technologies.Throughout the course, participants will embark on an immersive journey focused on constructing a Fabric Lakehouse with Delta Lake integration. This involves hands-on exploration of data ingestion techniques, transformation methodologies, and advanced modeling practices within the Microsoft Fabric ecosystem.By actively engaging in real-world data engineering activities, students will gain invaluable experience in handling diverse data sources, optimizing data workflows, and implementing scalable solutions. The course emphasizes a practical approach, enabling learners to apply theoretical concepts to solve complex data challenges effectively.Upon completion of the course, students will emerge with a comprehensive skill set that includes proficient use of Microsoft Fabric's Data Engineering tools, proficiency in Delta Lake implementation, and the ability to design and deploy robust data pipelines.Whether you're a beginner looking to enter the field of Data Engineering or an experienced professional seeking to enhance your skills, this course offers a structured and comprehensive learning experience. Join us on this transformative journey and unlock the full potential of Microsoft Fabric in revolutionizing data processing and analysis.

Overview

Section 1: Introduction

Lecture 1 Purpose of this Course

Lecture 2 What is Microsoft Fabric ?

Lecture 3 OneLake & Lakehouse

Lecture 4 Hands on Scenario Walkthrough

Section 2: Getting Started with Fabric

Lecture 5 Getting Started with Fabric

Lecture 6 Starting Fabric (Preview) Free Trial

Section 3: Data Engineers in a Lakehouse

Lecture 7 Fabric Workspaces

Lecture 8 Fabric Workspaces Continued

Lecture 9 OneLake Continued

Lecture 10 Create a Lakehouse

Lecture 11 Workspace Spark Compute

Lecture 12 Saving the ABFS path of a Lakehouse

Lecture 13 Uploading your Notebooks

Lecture 14 Executing the Bronze Layer Notebook

Lecture 15 Executing the Silver Layer Notebook

Lecture 16 Executing the Gold Layer Notebook

Section 4: Direct Insights using PBI

Lecture 17 Autogenerate PowerBI Report

Section 5: Lakehouse Performance Tuning

Lecture 18 Lakehouse Performance Tuning

Lecture 19 Lakehouse Optimization Notebook

Section 6: Lakehouse Administration

Lecture 20 Managing Shortcuts

Lecture 21 Lakehouse Sharing

Lecture 22 Securing Your Lakehouse

Lecture 23 Thanks

This course is designed for data engineers who are eager to begin their journey with Microsoft Fabric and engage in practical, hands-on learning. Throughout the course, participants will be guided through an immersive, end-to-end scenario tailored to the needs of data engineering professionals. While some concepts may already be familiar to individuals in the field of data and analytics, the workshop offers a unique opportunity to apply these skills within the Microsoft Fabric environment. Participants will actively build a Fabric Lakehouse utilizing Delta Lake, while gaining invaluable experience in data ingestion, transformation, and modeling. By the course's conclusion, data engineers will have acquired the practical skills and knowledge necessary to confidently navigate and utilize Microsoft Fabric in their professional endeavors.