Building serveless distributed analytics application on AWS
Building serveless distributed analytics application on AWS
Published 1/2024
Duration: 3h11m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.87 GB
Genre: eLearning | Language: English
Published 1/2024
Duration: 3h11m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.87 GB
Genre: eLearning | Language: English
Building serverless app from A to Z on AWS Cloud
What you'll learn
Learn how to build data-processing application on AWS
Learn how to use BigData frameworks on EMR Serverless.
Learn how to visualize and orchestrate the flow of actions using Step Functions.
Use the concept of event driven processing to automate the invocation of our processing flow thanks to EventBridge.
Build your own Data Catalog with the help of Glue
Analyze collected data using SQL queries in fully serverless way with help of Athena.
Discover the power CodeWhisperer – AI coding companion which helped to write our own PySpark scripts.
Requirements
No prior knowledge required!
Own AWS account will be required.
Description
Welcome in this
hands-on
course, during which you will build your own data-analysis application on
AWS Cloud
! This course is dedicated for you independently if you already know AWS or you are just starting with cloud! Together we will build step by step fully operational application for analyzing data! Each lecture will extend our application with new functionalities and features - so that at the end we will have complex and advance application!
Let's see exactly what kind of topics we will cover in our hands-on course. Only here you will:
learn how to distribute analysis across fleet of servers using
EMR Serverless
.
learn how to visualize and orchestrate the flow of actions using
Step Functions
.
use the concept of event driven processing to automate the invocation of our processing flow thanks to
EventBridge
.
create
Spark
jobs for data conversion and aggregation and run it on BigData platform.
build your own
Data Catalog
using
Glue
service.
analyze collected data using
SQL queries
in fully serverless way with help of
Athena.
discover the power
CodeWhisperer
– AI coding companion which helped to write our own PySpark scripts.
optimize the cost of your application and start using ARM processors for your BigData jobs
Ready, Stady, Go! Lets build!
Who this course is for:
For all those who want to learn how to build serverless data anaysis applications in AWS Cloud!
More Info