What is a Data Lake?

Contents

SAA-C03 Introduction
RDS vs. EC2
4
RDS vs. EC2
PREVIEW9m 33s
DynamoDB
11
Amazon DynamoDB
PREVIEW9m 43s
DynamoDB Accelerator
SAA-C03 Review
What is a Data Lake?
Difficulty
Beginner
Duration
2h 52m
Students
2282
Ratings
4.8/5
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Description

This section of the Solution Architect Associate learning path introduces you to the AWS database services relevant to the SAA-C03 exam. We then understand the service options available and learn how to select and apply AWS database services to meet specific design scenarios relevant to the Solution Architect Associate exam. 

Want more? Try a lab playground or do a Lab Challenge

Learning Objectives

  • Understand the various database services that can be used when building cloud solutions on AWS
  • Learn how to build databases using Amazon RDS, DynamoDB, Redshift, DocumentDB, Keyspaces, and QLDB
  • Learn how to create Elasticache and Neptune clusters
  • Understand AWS database costs
  • Learn about data lakes and how to build a data lake in AWS
Transcript

What is a data lake? A data lake is a place for your business or enterprise to store and collect data. The data you store in your data lake may be structured or unstructured, meaning it can have a defined schema or not. 

The goal of our data lake is to have a single place where all of our business information can exist, and eventually, we can have some type of analytics performed on it. This data can be from our transactional systems and line of business applications. It could also be from various IoT devices, mobile applications, and even social media.

Companies that are able to aggregate, and work on their data, and derive meaning from it will be able to outperform their peers. These companies might do so through the use of generic data analytics or even by using machine learning to provide valuable insights.

This is why it is important to manage and create a safe place for all your data to live, A.K.A. a data lake.

 

About the Author
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Stuart has been working within the IT industry for two decades covering a huge range of topic areas and technologies, from data center and network infrastructure design, to cloud architecture and implementation.

To date, Stuart has created 150+ courses relating to Cloud reaching over 180,000 students, mostly within the AWS category and with a heavy focus on security and compliance.

Stuart is a member of the AWS Community Builders Program for his contributions towards AWS.

He is AWS certified and accredited in addition to being a published author covering topics across the AWS landscape.

In January 2016 Stuart was awarded ‘Expert of the Year Award 2015’ from Experts Exchange for his knowledge share within cloud services to the community.

Stuart enjoys writing about cloud technologies and you will find many of his articles within our blog pages.