Big Data On Aws overview
About This Course
This AWS Big Data certification will help you gain in-depth knowledge of AWS big data concepts, such as AWS IoT (Internet of Things), Kinesis, Amazon DynamoDB, Amazon machine learning (AML), data analysis, data processing technologies, data visualization, and more. Through this AWS big data course, you will be able to clear the AWS Certified Data Analytics – Specialty exam, DAS-C01.
Learning Objectives
In this course, you will learn the following AWS and big data topics:
AWS IoT
Kinesis
AWS snowmobile and AWS snowball
Amazon simple storage service (S3)
Processing
Lambda and AWS data pipeline
Big data concepts and tools
Elasticsearch, Athena, and Redshift
Data visualization
Target Audience
- Professionals who can take this course include:
- SysOps administrators
- Solution architects
- Data analysts
- Data scientists
Curriculum
31 Lessons
Big Data on AWS Overview
In this course we will cover:00:00
Overview of Big Data00:00
Ingestion00:00
Big Data streaming and Amazon Kinesis00:00
Using Kinesis to stream and analyze Apache server logs more examples needed00:00
Storage Solutions00:00
Querying Big Data using Amazon Athena00:00
Using Amazon Athena to analyze log data00:00
Connecting and querying Athena using Python Boto3— Addition00:00
Introduction to Apache Hadoop and Amazon EMR00:00
Using Amazon Elastic MapReduce00:00
Storing and Querying Data on DynamoDB00:00
SQS with example— Addition00:00
SNS notifications ( triggering events with S3, Lambda functions and DynamoDb) – Addition00:00
Step Functions— Addition00:00
Lambda Functions — Addition00:00
Hadoop Programming Frameworks00:00
Processing Server Logs with Hive on Amazon EMR00:00
Streamlining Your Amazon EMR Experience with Hue00:00
Running Pig Scripts in Hue on Amazon EMR00:00
Spark on Amazon EMR00:00
Processing New York Taxi dataset using Spark on Amazon EMR00:00
Using AWS Glue to automate ETL workloads00:00
Amazon Redshift and Big Data00:00
CI/CD Pipeline— Addition00:00
Cloudformation— Addition00:00
Visualizing and Orchestrating Big Data00:00
Visualizing00:00
Managing Amazon EMR Costs00:00
Securing Big Data solutions00:00
Big Data Design Patterns00:00
Free
