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Building Data Lakes on AWS

In this course, you will learn how to build an operational data lake that supports analysis of both structured and unstructured data. You will learn the components and functionality of the services involved in creating a data lake. You will use AWS Lake Formation to build a data lake, AWS Glue to build a data catalog, and Amazon Athena to analyze data. The course lectures and labs further your learning with the exploration of several common data lake architectures. • Course level: Intermediate • Duration: 1 day

ACTIVITES

This course includes presentations, lecture, hands-on labs, and group exercises.

COURSE OBJECTIVES

In this course, you will learn to:

  • 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

INTENDED AUDIENCE

This course is intended for:

  • Data platform engineers
  • Solutions architects
  • IT professionals

PREREQUISITES

We recommend that attendees of this course have the following prerequisites:

  • Completed the AWS Technical Essentials classroom course
  • One year of experience building data analytics pipelines or have completed the Data Analytics Fundamentals digital course
Product
Amazon Web Services
Code
AWS-BLK
Duration
1 Day
Price (baht)
10,800

About the course

COURSE OUTLINE

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

 

Register for Training

Schedule

Start DateEnd DatePriceCode
12/11/202312/15/202320,000AZ-204T00
1/8/20241/12/202420,000AZ-204T00
2/5/20242/9/202420,000AZ-204T00
3/11/20243/15/202420,000AZ-204T00
4/22/20244/26/202420,000AZ-204T00
5/13/20245/17/202420,000AZ-204T00
6/10/20246/14/202420,000AZ-204T00
6/6/20236/9/202316,000AZ-220T00
7/24/20237/27/202316,000AZ-220T00
8/15/20238/18/202316,000AZ-220T00
9/5/20239/8/202316,000AZ-220T00
10/9/202310/12/202316,000AZ-220T00
11/7/202311/10/202316,000AZ-220T00
12/12/202312/15/202316,000AZ-220T00
12/12/202312/15/202316,000AZ-400T00
1/9/20241/12/202416,000AZ-400T00
2/6/20242/9/202416,000AZ-400T00
3/5/20243/8/202416,000AZ-400T00
4/9/20244/12/202416,000AZ-400T00
5/7/20245/10/202416,000AZ-400T00
6/4/20246/7/202416,000AZ-400T00
12/11/202312/15/202320,000AZ-040T00
1/8/20241/12/202420,000AZ-040T00
2/5/20242/9/202420,000AZ-040T00
3/25/20243/29/202420,000AZ-040T00
4/22/20244/26/202420,000AZ-040T00
5/13/20245/17/202420,000AZ-040T00
6/10/20246/14/202420,000AZ-040T00
12/11/202312/14/202316,000AZ-104T00
1/9/20241/12/202416,000AZ-104T00
2/6/20242/9/202416,000AZ-104T00
3/5/20243/8/202416,000AZ-104T00
4/9/20244/12/202416,000AZ-104T00
5/7/20245/10/202416,000AZ-104T00
6/4/20246/7/202416,000AZ-104T00
12/18/202312/21/202316,000AZ-140T00
1/23/20241/26/202416,000AZ-140T00
2/20/20242/23/202416,000AZ-140T00
3/19/20243/22/202416,000AZ-140T00
4/23/20244/26/202416,000AZ-140T00
5/27/20245/30/202416,000AZ-140T00
6/25/20246/28/202416,000AZ-140T00
12/11/202312/14/202316,000AZ-305T00
1/16/20241/19/202416,000AZ-305T00
2/13/20242/16/202416,000AZ-305T00
3/12/20243/15/202416,000AZ-305T00
4/23/20244/26/202416,000AZ-305T00
5/14/20245/17/202416,000AZ-305T00
6/4/20246/7/202416,000AZ-305T00
6/6/20236/9/202316,000AZ-600T00
7/24/20237/27/202316,000AZ-600T00
8/15/20238/18/202316,000AZ-600T00
9/5/20239/8/202316,000AZ-600T00
10/9/202310/12/202316,000AZ-600T00
11/7/202311/10/202316,000AZ-600T00
12/12/202312/15/202316,000AZ-600T00
12/6/202312/8/202312,000AZ-700T00
1/10/20241/12/202412,000AZ-700T00
2/7/20242/9/202412,000AZ-700T00
3/6/20243/8/202412,000AZ-700T00
4/3/20244/5/202412,000AZ-700T00
5/8/20245/10/202412,000AZ-700T00
6/5/20246/7/202412,000AZ-700T00
7/10/20247/12/202412,000AZ-700T00
6/7/20236/9/202312,000AZ-720T00
7/12/20237/14/202312,000AZ-720T00
8/2/20238/4/202312,000AZ-720T00
9/6/20239/8/202312,000AZ-720T00
10/4/202310/6/202312,000AZ-720T00
11/1/202311/3/202312,000AZ-720T00
12/6/202312/8/202312,000AZ-720T00
12/11/202312/14/202316,000AZ-800T00
1/16/20241/19/202416,000AZ-800T00
2/13/20242/16/202416,000AZ-800T00
3/12/20243/15/202416,000AZ-800T00
4/23/20244/26/202416,000AZ-800T00
5/14/20245/17/202416,000AZ-800T00
6/4/20246/7/202416,000AZ-800T00
12/18/202312/21/202316,000AZ-801T00
1/23/20241/26/202416,000AZ-801T00
2/20/20242/23/202416,000AZ-801T00
3/19/20243/22/202416,000AZ-801T00
4/23/20244/26/202416,000AZ-801T00
5/28/20245/31/202416,000AZ-801T00
6/18/20246/21/202416,000AZ-801T00
12/7/202312/7/20234,000AZ-900T00
1/8/20241/8/20244,000AZ-900T00
2/5/20242/5/20244,000AZ-900T00
3/4/20243/4/20244,000AZ-900T00
4/5/20244/5/20244,000AZ-900T00
5/10/20245/10/20244,000AZ-900T00
6/10/20246/10/20244,000AZ-900T00
12/11/202312/14/202316,000AI-102T00
1/16/20241/19/202416,000AI-102T00
2/13/20242/16/202416,000AI-102T00
3/12/20243/15/202416,000AI-102T00
4/9/20244/12/202416,000AI-102T00
5/14/20245/17/202416,000AI-102T00
6/4/20246/7/202416,000AI-102T00
12/8/202312/8/20234,000AI-900T00
1/8/20241/8/20244,000AI-900T00
2/5/20242/5/20244,000AI-900T00
3/4/20243/4/20244,000AI-900T00
4/9/20244/9/20244,000AI-900T00
5/13/20245/13/20244,000AI-900T00
6/10/20246/10/20244,000AI-900T00
12/7/202312/8/20238,000DP-080T00
1/11/20241/12/20248,000DP-080T00
2/5/20242/6/20248,000DP-080T00
3/4/20243/5/20248,000DP-080T00
4/10/20244/11/20248,000DP-080T00
5/13/20245/14/20248,000DP-080T00
6/6/20246/7/20248,000DP-080T00
12/6/202312/8/202312,000DP-100T01
1/10/20241/12/202412,000DP-100T01
2/7/20242/9/202412,000DP-100T01
3/6/20243/8/202412,000DP-100T01
4/3/20244/5/202412,000DP-100T01
5/8/20245/10/202412,000DP-100T01
6/5/20246/7/202412,000DP-100T01
12/18/202312/21/202316,000DP-300T00
1/23/20241/26/202416,000DP-300T00
2/20/20242/23/202416,000DP-300T00
3/19/20243/22/202416,000DP-300T00
4/23/20244/26/202416,000DP-300T00
5/14/20245/17/202416,000DP-300T00
6/18/20246/21/202416,000DP-300T00
12/18/202312/21/202316,000DP-420T00
1/23/20241/26/202416,000DP-420T00
2/20/20242/23/202416,000DP-420T00
3/19/20243/22/202416,000DP-420T00
4/23/20244/26/202416,000DP-420T00
5/14/20245/17/202416,000DP-420T00
6/18/20246/21/202416,000DP-420T00
12/25/202312/28/202316,000DP-500T00
1/23/20241/26/202416,000DP-500T00
2/20/20242/23/202416,000DP-500T00
3/19/20243/22/202416,000DP-500T00
4/23/20244/26/202416,000DP-500T00
5/28/20245/31/202416,000DP-500T00
6/25/20246/28/202416,000DP-500T00
6/12/20236/16/202320,000MD-100T00
7/24/20237/27/202320,000MD-100T00
8/7/20238/11/202320,000MD-100T00
9/11/20239/15/202320,000MD-100T00
10/2/202310/6/202320,000MD-100T00
11/13/202311/17/202320,000MD-100T00
12/18/202312/22/202320,000MD-100T00
6/19/20236/23/202320,000MD-101T00
7/10/20237/14/202320,000MD-101T00
8/21/20238/25/202320,000MD-101T00
9/18/20239/22/202320,000MD-101T00
10/16/202310/20/202320,000MD-101T00
11/20/202311/24/202320,000MD-101T00
12/18/202312/22/202320,000MD-101T00
12/25/202312/29/202320,000MD-102T00
1/22/20241/26/202420,000MD-102T00
2/19/20242/23/202420,000MD-102T00
3/25/20243/29/202420,000MD-102T00
4/22/20244/26/202420,000MD-102T00
5/27/20245/31/202420,000MD-102T00
6/24/20246/28/202420,000MD-102T00
12/25/202312/29/202320,000MS-100T00
7/3/20237/7/202320,000MS-100T00
8/7/20238/11/202320,000MS-100T00
9/4/20239/8/202320,000MS-100T00
10/2/202310/6/202320,000MS-100T00
11/6/202311/10/202320,000MS-100T00
12/18/202312/22/202320,000MS-100T00
6/19/20236/23/202320,000MS-101T00
7/10/20237/14/202320,000MS-101T00
8/21/20238/25/202320,000MS-101T00
9/18/20239/22/202320,000MS-101T00
10/16/202310/20/202320,000MS-101T00
11/20/202311/24/202320,000MS-101T00
12/18/202312/22/202320,000MS-101T00
12/25/202312/29/202320,000MS-102T00
1/22/20241/26/202420,000MS-102T00
2/19/20242/23/202420,000MS-102T00
3/25/20243/29/202420,000MS-102T00
4/22/20244/26/202420,000MS-102T00
5/27/20245/31/202420,000MS-102T00
6/24/20246/28/202420,000MS-102T00
12/11/202312/15/202320,000MS-203T00
1/15/20241/19/202420,000MS-203T00
2/12/20242/16/202420,000MS-203T00
3/11/20243/15/202420,000MS-203T00
4/22/20244/26/202420,000MS-203T00
5/13/20245/17/202420,000MS-203T00
6/10/20246/14/202420,000MS-203T00
6/21/20236/23/202320,000MS-220T00
7/19/20237/21/202320,000MS-220T00
8/23/20238/25/202320,000MS-220T00
9/20/20239/22/202320,000MS-220T00
10/25/202310/27/202320,000MS-220T00
11/22/202311/24/202320,000MS-220T00
12/20/202312/22/202320,000MS-220T00
12/12/202312/15/202316,000MS-600T00
1/9/20241/12/202416,000MS-600T00
2/6/20242/9/202416,000MS-600T00
3/5/20243/8/202416,000MS-600T00
4/23/20244/26/202416,000MS-600T00
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12/11/202312/14/202316,000MS-700T00
1/16/20241/19/202416,000MS-700T00
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3/12/20243/15/202416,000MS-700T00
4/23/20244/26/202416,000MS-700T00
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6/14/20236/16/202312,000MS-720T00
7/19/20237/21/202312,000MS-720T00
8/2/20238/4/202312,000MS-720T00
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10/10/202310/12/202312,000MS-720T00
11/1/202311/3/202312,000MS-720T00
12/6/202312/8/202312,000MS-720T00
12/11/202312/14/202316,000MS-721T00
1/16/20241/19/202416,000MS-721T00
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6/18/20246/21/202416,000MS-721T00
6/26/20236/28/202312,000MS-740T00
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10/30/202311/1/202312,000MS-740T00
11/27/202311/29/202312,000MS-740T00
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12/4/202312/4/20234,000MS-080T00
1/29/20241/29/20244,000MS-080T00
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4/9/20244/9/20244,000MS-900T01
5/20/20245/20/20244,000MS-900T01
6/14/20246/14/20244,000MS-900T01
12/11/202312/15/202320,00055354A
1/15/20241/19/202420,00055354A
2/12/20242/16/202420,00055354A
3/18/20243/22/202420,00055354A
4/22/20244/26/202420,00055354A
5/13/20245/17/202420,00055354A
6/10/20246/14/202420,00055354A
12/11/202312/14/202316,000AZ-500T00
1/16/20241/19/202416,000AZ-500T00
2/13/20242/16/202416,000AZ-500T00
3/12/20243/15/202416,000AZ-500T00
4/23/20244/26/202416,000AZ-500T00
5/14/20245/17/202416,000AZ-500T00
6/4/20246/7/202416,000AZ-500T00
6/12/20236/15/202316,000MS-500T00
7/24/20237/27/202316,000MS-500T00
8/21/20238/24/202316,000MS-500T00
9/18/20239/21/202316,000MS-500T00
10/24/202310/27/202316,000MS-500T00
11/20/202311/23/202316,000MS-500T00
12/18/202312/21/202316,000MS-500T00
12/11/202312/14/202316,000SC-100T00
1/16/20241/19/202416,000SC-100T00
2/13/20242/16/202416,000SC-100T00
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12/11/202312/14/202316,000SC-200T00
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12/18/202312/21/202316,000SC-300T00
1/23/20241/26/202416,000SC-300T00
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12/4/202312/4/20234,000SC-900T00
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12/11/202312/14/202316,000PL-100T00
1/9/20241/12/202416,000PL-100T00
2/6/20242/9/202416,000PL-100T00
3/5/20243/8/202416,000PL-100T00
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12/18/202312/21/202316,000PL-200T00
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1/17/20241/19/202412,000PL-300T00
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12/11/202312/15/202320,000PL-400T00
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12/11/202312/14/202316,000PL-500T00
1/23/20241/26/202416,000PL-500T00
2/13/20242/16/202416,000PL-500T00
3/19/20243/22/202416,000PL-500T00
4/23/20244/26/202412,000PL-500T00
5/28/20245/31/202412,000PL-500T00
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1/22/20241/24/202412,000PL-600T00
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3/11/20243/13/202412,000PL-600T00
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5/15/20245/17/202412,000PL-600T00
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12/8/202312/8/20234,000PL-900T00
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5/10/20245/10/20244,000PL-900T00
6/10/20246/10/20244,000PL-900T00
12/18/202312/22/202312,500PWA-201
1/22/20241/26/202412,500PWA-201
2/19/20242/23/202412,500PWA-201
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11/3/202311/3/20232,500O365-Admin-ENH
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12/15/202312/15/20234,00055154B
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4/9/20244/9/20242,500OF-19-NF
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6/19/20236/23/202362,0008726
7/17/20237/21/202362,0008726
8/21/20238/25/202362,0008726
9/18/20239/22/202362,0008726
10/16/202310/20/202362,0008726
11/20/202311/24/202362,0008726
12/11/202312/15/202362,0008726
6/26/20236/30/202362,0009005
7/17/20237/21/202362,0009005
8/28/20239/1/202362,0009005
9/25/20239/29/202362,0009005
10/30/202311/3/202362,0009005
11/27/202312/1/202362,0009005
12/18/202312/22/202362,0009005
6/7/20236/9/202336,000TMAOCP
7/12/20237/14/202336,000TMAOCP
8/2/20238/4/202336,000TMAOCP
9/25/20239/27/202336,000TMAOCP
10/10/202310/12/202336,000TMAOCP
11/1/202311/3/202336,000TMAOCP
12/6/202312/8/202336,000TMAOCP
6/14/20236/16/202336,000TMDSCP20
7/19/20237/21/202336,000TMDSCP20
8/2/20238/4/202336,000TMDSCP20
9/6/20239/8/202336,000TMDSCP20
10/10/202310/12/202336,000TMDSCP20
11/1/202311/3/202336,000TMDSCP20
12/6/202312/8/202336,000TMDSCP20
6/12/20236/14/202336,000TMDDCP
7/24/20237/26/202336,000TMDDCP
8/21/20238/23/202336,000TMDDCP
9/18/20239/20/202336,000TMDDCP
10/24/202310/26/202336,000TMDDCP
11/20/202311/22/202336,000TMDDCP
12/18/202312/20/202336,000TMDDCP
7/24/20237/26/202325,000CT-ITF+
12/6/202312/8/202325,000CT-ITF+
7/10/20237/14/202348,000CT01-Network+
8/2/20238/4/202339,000CT02-Network+
12/13/202312/15/202339,000CT02-Network+
10/30/202311/3/202348,000CT01-Security+
11/6/202311/10/202348,000CT01-Security+
6/7/20236/9/202339,000CT02-Security+
8/16/20238/18/202339,000CT02-Security+
10/9/202310/11/202339,000CT02-Security+
12/6/202312/8/202339,000CT02-Security+
9/25/20239/29/202345,000CT-Cloud+
10/2/202310/6/202345,000CT-Server+
11/13/202311/17/202348,000CT01-CySA+
8/2/20238/4/202339,000CT02-CySA+
11/1/202311/3/202339,000CT02-CySA+
7/17/20237/21/202348,000CT-PenTest+
12/11/202312/15/202348,000CT-PenTest+
10/2/202310/6/202354,000CT-CASP+
7/24/20237/26/202328,000CT-Cloud Essentials+
11/1/202311/3/202328,000CT-Cloud Essentials+
6/7/20236/9/202345,000CT-Project+
9/4/20239/6/202345,000CT-Project+
6/21/20236/23/202322,000ITIL-V4
7/12/20237/14/202322,000ITIL-V4
6/21/20236/23/202348,500ITIL-V4+Exam
7/12/20237/14/202348,500ITIL-V4+Exam
10/16/202310/20/202337,950RH124
11/6/202311/10/202337,950RH124
12/18/202312/22/202337,950RH124
6/19/20236/23/202347,450RH134
8/28/20239/1/202347,450RH134
9/25/20239/29/202347,450RH134
10/30/202311/3/202347,450RH134
11/27/202312/1/202347,450RH134
12/25/202312/29/202347,450RH134
6/19/20236/23/202357,530RH135
8/28/20239/1/202357,530RH135
9/25/20239/29/202357,530RH135
10/30/202311/3/202357,530RH135
11/27/202312/1/202357,530RH135
12/25/202312/29/202357,530RH135
8/15/20238/18/202360,960RH294
9/11/20239/14/202360,960RH294
10/24/202310/27/202360,960RH294
11/20/202311/23/202360,960RH294
12/12/202312/15/202360,960RH294
8/15/20238/18/202371,040RH295
9/11/20239/14/202371,040RH295
10/24/202310/27/202371,040RH295
11/20/202311/23/202371,040RH295
12/12/202312/15/202371,040RH295
11/6/202311/9/202360,960DO180
6/28/20236/30/202345,720DO188
10/9/202310/12/202345,720DO280
12/12/202312/15/202345,720DO280
--60,960DO288
6/6/20236/8/20239,500PYTN102
6/19/20236/21/20237,500PYTN103
6/26/20236/30/202319,900PYTN104
7/10/20237/14/202335,000PMP7
11/27/202312/1/202335,000PMP7
8/18/20238/18/20234,000AI-050T00
9/15/20239/15/20234,000AI-050T00
10/20/202310/20/20234,000AI-050T00
11/17/202311/17/20234,000AI-050T00
12/15/202312/15/20234,000AI-050T00
8/18/20238/18/20234,000DP-601T00
9/15/20239/15/20234,000DP-601T00
10/20/202310/20/20234,000DP-601T00
11/17/202311/17/20234,000DP-601T00
12/15/202312/15/20234,000DP-601T00
8/15/20238/16/20234,000IC-002T00
9/18/20239/19/20234,000IC-002T00
10/19/202310/20/20234,000IC-002T00
11/16/202311/17/20234,000IC-002T00
12/7/202312/8/20234,000IC-002T00
8/21/20238/24/202316,000DP-203T00

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