Description:
AWS Academy Data Analytics comprise lab exercises to support existing big data lectures and courses
that an institution is teaching or plans to teach. It is designed to help students prepare for entry-level
roles in data analysis and visualization. The course provides institutions with lab exercises that will
teach students how to analyze large data sets, create visual representations of that data, and publish
those representations to dashboards. The course uses a case study approach to provide students with
the opportunity to experience creating a real-world application of big data analysis.
Course Objectives
AWS Academy Data Analytics Labs teaches students how to:
- Describe big data analytical concepts
- Ingest, store, and secure data
- Query a data store with manual schema specification
- Query a data store with automated schema generation
- Load and query data in a data warehouse
- Visualize structured and unstructured data
- Automate loading data into a data warehouse
- Analyze unstructured data
- Analyze IoT data
Duration:
- Approximately 16 hours.
- Intended Audience
- Undergraduate, Graduate or Professional students studying Information Science, Computing, Business Analytics, or similar degree program
Admission Criteria:
Passing Leverify Data Analytics course and completing the capstone project will make you eligible for AWS Academy Data Analytics course.
Top 50% students from Leverify Data Analytics will get this opportunity. It is free of cost.
Lab Exercises:
| Lab 1 | Ingesting Data Into Amazon S3 |
| Lab 2 | Querying Amazon S3 Data Using Amazon Athena |
| Lab 3 | Transforming Data Using Amazon S3, AWS Glue, and Amazon Athena |
| Lab 4 | Loading the Amazon Redshift Cluster With Data and Querying |
| Lab 5 | Delivering Insights using Amazon QuickSight |
| Lab 6 | Setting up and Executing a Data Pipeline Job to Load Data into Amazon S3 |
| Lab 7 | Using AWS IoT Analytics for Data Ingestion and Analysis |
| Lab 8 | Streaming Data with AWS Kinesis Firehose, Amazon Elasticsearch Service, and Kibana |