Learn About Building out Scalable, Resilient Big Data Solutions Using Various Services on AWS Cloud Platform
What you will learn
You will be able to understand the possibilities of Big Data on AWS
You will gain practical experience of how to use AWS and how to perform big data solutions on cloud.
Get a fair understanding of EMR,Athena and Elasticsearch
Description
This Big Data on AWS course is primarily to simplify the use of Big data tools on AWS. With the unstoppable growth in the organizations moving towards data science and big data analytics there is a dearth need of trained professionals who are well versed with both Big data and AWS technologies. This course helps the learners get the best of both worlds (Big Data analytics and AWS Cloud) and prepare for the future.
We cover the following topics in this course:
- Overview of Big Data on AWS
- Big Data Storage & databases on AWS
- Big Data Analytics Frameworks using AWS EMR, Athena and Elasticsearch
- Data Warehousing on AWS Redshift
- Real-Time Big Data Analytics on AWS
- Artificial Intelligence/Machine Learning
- Business Intelligence on AWS
- Big Data Computation on AWS
- How does it all work together
English
language
Content
Introduction
Introduction
Course Overview
Getting Started
Why Use AWS for Big Data
Overview of Big Data on AWS
Overview of Big Data on AWS
Quiz
Bigdata Storage & databases on AWS
Object Storage for Big Data Applications on AWS
Access Permissions with S3
SQL vs. NoSQL Databases
Databases and Big Data on AWS
Case Study
HandsOn excercise
Quiz
Big Data Analytic Frameworks using AWS EMR,Athena and Elasticsearch
Why Use a Big Data Analytic Framework?
Big Data Analytic Frameworks on AWS
Case Study
HandsOn excercise
Quiz
Data Warehousing on AWS Redshift
Data Warehousing on AWS
Case Study
HandsOn excercise
Quiz
Real-Time Big Data Analytics on AWS
What Is Real-Time/Streaming Data?
Real-Time Big Data Services using Amazon Kinesis
Case Study
Quiz
Artificial Intelligence/Machine Learning
What Are Artificial Intelligence and Machine Learning?
Artificial Intelligence & Machine Learning on AWS
Amazon Lex
Amazon Polly
Amazon Rekognition
Amazon SageMaker
Apache MXnet
Case Study
HandsOn excercise
Quiz
Business Intelligence on AWS
Amazon Quicksight for business intelligence
Big Data Computation on AWS
Big Data Computation on AWS
Amazon EC2 Demo
Case Study
HandsOn excercise
Quiz
How does it all work together
Data Movement on AWS
Serverless Big Data Computations
Quiz
Projects