09/12/2022 - 09/12/2022
10:00 AM - 06:00 PM
Online Virtual Class
USD $650.00
Enroll
10/11/2022 - 10/11/2022
10:00 AM - 06:00 PM
Online Virtual Class
USD $650.00
Enroll
10/17/2022 - 10/17/2022
10:00 AM - 06:00 PM
Online Virtual Class
USD $650.00
Enroll

The course lectures and labs further your learning with the exploration of several common data lake architectures.

Objectives

Apply data lake methodologies in planning and designing a data lake

Articulate the components and services required for building an AWS data lake

Secure a data lake with appropriate permission

Ingest, store, and transform data in a data lake

Query, analyze, and visualize data within a data lake

Audience

Data platform engineers

Solution Architects

IT Professionals

Prerequisites

One year of experience building data analytics pipelines or have completed the digital  AWS Data Analytics Fundamentals .

Duration

One day

Outline for Building Data Lakes on AWS Training

Module 1: Introduction to data lakes

Describe the value of data lakes

Compare data lakes and data warehouses

Describe the components of a data lake

Recognize common architectures built on data lakes

Module 2: Data ingestion, cataloging, and preparation

Describe the relationship between data lake storage and data ingestion

Describe AWS Glue crawlers and how they are used to create a data catalog

Identify data formatting, partitioning, and compression for efficient storage and query

Lab 1: Set up a simple data lake

Module 3: Data processing and analytics

Recognize how data processing applies to a data lake

Use AWS Glue to process data within a data lake

Describe how to use Amazon Athena to analyze data in a data lake

Module 4: Building a data lake with AWS Lake Formation

Describe the features and benefits of AWS Lake Formation

Use AWS Lake Formation to create a data lake

Understand the AWS Lake Formation security model

Lab 2: Build a data lake using AWS Lake Formation

Module 5: Additional Lake Formation configurations

Automate AWS Lake Formation using blueprints and workflows

Apply security and access controls to AWS Lake Formation

Match records with AWS Lake Formation FindMatches

Visualize data with Amazon QuickSight

Lab 3: Automate data lake creation using AWS Lake Formation blueprints

Lab 4: Data visualization using Amazon QuickSight

Module 6: Architecture and course review

Post course knowledge check

Architecture review

Course review