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Microsoft Azure Data Lake Storage Service (Gen1 & Gen2)

person icon Eshant Garg

4.6

Microsoft Azure Data Lake Storage Service (Gen1 & Gen2)

How to ingest, process and export data in Azure Data Lake using Databricks and HDInsight

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Eshant Garg

category icon Office Productivity,Microsoft,Microsoft Azure

Lectures -59

Resources -1

Duration -6 hours

4.6

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Course Description

Course Introduction

  • Azure Data Lake Storage Gen2 (ADLS) is a cloud-based repository for both structured and unstructured data. For example, you could use it to store everything from documents to images to social media streams.

  • The most effective way to do big data processing on Azure is to store your data in ADLS and then process it using Spark (which is essentially a faster version of Hadoop) on Azure Databricks.

  • In this course, you will follow hands-on examples to import data into ADLS and then securely access it and analyze it using Azure Databricks and Azure HDInsight.

  • You will also learn how to monitor and optimize your Data Lake Storage.

Expected Outcomes

After this course:

  • You will have a very good understanding of Data lake features and properties

  • You will learn about different tools and scenarios to ingest data into Data Lake.

  • You will learn about Data Lifecycle and Architecture around Data Lake

  • You will be doing end to end demos to ingest, process, and export data using Databricks and HDInsight.

  • You will learn about 5 layers of Data Security and how to configure them using the Azure portal.

  • You will also learn about different tools Azure provides to monitor Data Lake Storage service.

  • And finally, you will learn optimization techniques for Data Lake Storage.

Goals

What will you learn in this course:

  • Microsoft Azure Data Lake

  • Different tools and scenarios to ingest data in to Data Lake

  • Data Lifecycle and Architecture around Data Lake

  • Use Azure Databricks and HDInsight to process data in ADLS

  • Five layers of security to protect Data Lake

  • Monitor the performance of your Data lake

  • Data Lake optimization Strategy

Prerequisites

What are the prerequisites for this course?

  • Basic Database concepts

Microsoft Azure Data Lake Storage Service (Gen1 & Gen2)

Curriculum

Check out the detailed breakdown of what’s inside the course

Course Introduction
1 Lectures
  • play icon Course Introduction 01:10 01:10
Introduction to Azure Cloud Computing
7 Lectures
Tutorialspoint
Introduction to Azure Data Lake
9 Lectures
Tutorialspoint
Data Ingestion
6 Lectures
Tutorialspoint
Data flow around Data Lake
2 Lectures
Tutorialspoint
Azure Data Lake Processing through Databricks
4 Lectures
Tutorialspoint
Azure Data Lake Processing through HDInsight
11 Lectures
Tutorialspoint
Security Layers in Data Lake
9 Lectures
Tutorialspoint
Data Lake Monitoring and Optimization
9 Lectures
Tutorialspoint
Practice Tests
1 Lectures
Tutorialspoint

Instructor Details

Eshant Garg

Eshant Garg

Instructor | LearnCloud.Info | AWS | Azure

I love to explain complicated things in a simple and effective way.

I have 16 years of extensive professional experience with expertise in Database and Business Intelligence Solutions, Advanced Analytics, Design and Solution Architect, Reporting, and Cloud Computing Technologies (Azure & AWS).

As a developer and architect, I have worked closely with customers, users, and colleagues to support business solutions across a variety of industries including healthcare, insurance, finance, and government ranging from small companies to fortune 500 companies.

Outside of the technical world, I love yoga and meditation. I am a student of the ancient yogic text Bhagavad Gita and love to discuss and practice philosophical teachings.

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