Module 1: Introduction
- Exam Blue Print
- How Was This Course Created
- Disclaimer - This Course Will Not Guarantee That You Will Pass Your Exam
- What You’ll Need, To Do This Course
- Generating a Dataset
Module 2: Collection
- Kinesis Streams Introduction
- Kinesis Streams Core Concepts
- Kinesis Streams Emitting Data to AWS Services
- Kinesis Firehose
- SQS
- oT
- Data Pipeline
- Getting Data into AWS
Module 3: Storage1
- Glacier
- DynamoDB Introduction
- DynamoDB Partitions
- DynamoDB GSI/LSI
- DynamoDB Streams and Replication
- DynamoDB Performance Deep Dive Part 1
- DynamoDB Performance Deep Dive Part 2
Module 4: Processing
- EMR Introduction
- Apache Hadoop Part 1
- Apache Hadoop Part 2
- EMR Architecture Part 1
- EMR Architecture Part 2
- EMR Operations Part 1
- EMR Operations Part 2
- EMR Operations Part 3
- EMR Operations Part 4
- Using Hue with EMR
- Hive on EMR
- HBase on EMR
- Presto on EMR
- Spark on EMR Part 1
- Spark on EMR Part 2
- EMR File Storage and Compression
- EMR Lab
- Lambda in the AWS Big Data Ecosystem
- HCatalog
- Glue
- Glue Lab
Module 5: Analysis
- Introduction to Redshift
- Redshift Architecture
- Redshift in the AWS Ecosystem
- Columnar Databases
- Redshift Table Design - Introduction
- Redshift Table Design - Distribution Styles
- Redshift Table Design - Sort Keys
- Redshift Table Design - Data Types
- Redshift Table Design – Compression
- Redshift Table Design - Constraints
- Redshift Table Design - Review Design
- Redshift Workload Management
- Redshift Loading Data Part 1
- Redshift Data Loading Part 2
- Redshift Loading Data Part 3
- Redshift Loading Data Part 4
- Redshift Maintenance and Operations Part 1
- Redshift Maintenance and Operations Part 2
- Redshift Lab
- Machine Learning Introduction
- Machine Learning Multiclass Classification Model
- Machine Learning Binary Classification Model
- Machine Learning Regression Model
- Machine Learning Lab
- Elasticsearch
- RStudio
- RStudio Lab
- Athena
- Athena Lab
Module 6: Visualization
- QuickSight Introduction
- QuickSight Visualization
- Big Data Visualization
- Microstrategy
Module 7: Security
- EMR Security
- Redshift Security
- Module 8: Good Luck!
- Exam Strategy
- Good Luck!