Certificate in Building Data Lakes on AWS - Feva Works IT Education Centre

Certificate in Building Data Lakes on AWS MASTERAWSDL
課程介紹





Amazon Web Services (AWS) 是全球最全面、最廣泛採納的雲端平台,透過全球資料中心提供超過 200 項功能完整的服務。

數百萬名客戶 (包括成長最快的新創公司、最大型企業以及領先的政府機構) 都使用 AWS 來降低成本、變得更靈活,以及更迅速地創新。




 

Course description


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

Activities

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:

 

  • Completed the AWS Technical Essentials classroom course
     
  • One year of experience building data analytics pipelines or have completed the Data Analytics Fundamentals digital course


本課程為 AWS 原裝課程,由 AWS 派出官方全職認可導師 (AWS Certified Trainer) 教授。全個課程均為一人一機實習,理論與實戰並重。

課程採用 AWS 原裝教材


課程全面教授學員有關 Building Data Lake on AWS 等技術。

完成課程後,學員更可獲發  AWS  原廠課程修畢證書

 

經過嚴謹的審核,Feva Works 於 2022年10月1日起,正式獲 AWS 認可成為香港區指定 AWS 認可培訓中心。

配以專業教材、最新電腦系統、專業 AWS 認證講師,務求為廣大市民提供最優質、最專業及最可靠的 AWS 培訓課程。




 

 

 

若想更了解以上資訊,歡迎致電 3106 8211 查詢。
課程內容

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
  • Building Data Lakes on AWS


Module 6: Architecture and course review

  • Post course knowledge check
  • Architecture review
  • Course review

 

Get the course outline PDF >>

 

課程時數及費用

合共: 6小時

課程費用: $4200

課程費用無須申請任何政府基金資助。

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本中心備有完善之免費補堂,免費重讀及彈性上課安排 (民航處認可課程/攝影課程除外),令學員更有保障。

本中心榮獲各大國際機構 (Adobe, Autodesk, Microsoft, H3C, Lenovo, Corel, Prometric, VUE, Certiport, Wacom 等等) 邀請成為香港區指定的認可教育中心及連續15+ 年榮獲香港社會服務聯會嘉許為「商界展關懷」公司,以表揚 Feva Works 對社會的貢獻。

除此之外,Feva Works 更連續 10 年獲 Microsoft 頒發全港最佳 Microsoft 授權培訓中心 (Best Microsoft Certified Partner for Learning Solutions of the Year) 及被 Adobe 選定為 Adobe CS4 & CS5 & CS6 & Creative Cloud 指定認可培訓中心。最近,Feva Works 更連續 10 年獲e-zone 電腦雜誌頒發最佳IT培訓中心。

上課模式
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課程時間表

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日期 待定
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合共 6小時
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