📁 Folder Tree
- 📁 AWS Certified Data Analytics - Specialty
- 📂 CHAPTER 01 Introduction
- 📂 01-01 Welcome to the Course!
- 📂 01-02 Prerequisites and Course Overview
- 📂 01-03 Exam Overview
- 📂 01-04 What is Data Analytics
- 📂 CHAPTER 02 Amazon Simple Storage Service
- 📂 02-01 Introduction to S3
- 📂 02-02 Getting Data Into S3 - Concepts, AWS Management Console, AWS CLI (Part 1)
- 📂 02-03 Getting Data Into S3 - Boto3 (Part 2)
- 📂 02-04 S3 Multipart Upload (Part 1)
- 📂 02-05 S3 Multipart Upload (Part 2)
- 📂 02-06 S3 Storage Classes
- 📂 02-07 S3 Lifecycle Policies
- 📂 02-08 S3 Security and Encryption
- 📂 02-09 Checkpoint
- 📂 02-10 HANDS-ON LAB Programmatically Utilizing Data From S3
- 📂 CHAPTER 03 Databases In AWS
- 📂 03-01 Introduction to Databases In AWS
- 📂 03-02 Database Engine Types
- 📂 03-03 Relational Database Service (RDS)
- 📂 03-04 Neptune
- 📂 03-05 DocumentDB
- 📂 03-06 Serverless Options
- 📂 03-07 Checkpoint
- 📂 03-08 HANDS-ON LAB Programmatically Utilizing S3 Select
- 📂 CHAPTER 04 Collecting Streaming Data
- 📂 04-01 Introduction to Collecting Streaming Data
- 📂 04-02 The Kinesis Family
- 📂 04-03 Kinesis Data Streams (Part 1)
- 📂 04-04 Kinesis Data Streams (Part 2)
- 📂 04-05 Kinesis Data Firehose (Part 1)
- 📂 04-06 Kinesis Data Firehose (Part 2)
- 📂 04-07 Kinesis Video Streams
- 📂 04-08 Kinesis Data Analytics (Part 1)
- 📂 04-09 Kinesis Data Analytics (Part 2)
- 📂 04-10 Amazon Managed Service for Kafka (MSK)
- 📂 04-11 Checkpoint
- 📂 04-12 HANDS-ON LAB Joining, Enriching, and Transforming Streaming Data With Amazon Kinesis
- 📂 CHAPTER 05 Data Collection and Getting Data Into AWS
- 📂 05-01 Introduction to Data Collection and Getting Data Into AWS
- 📂 05-02 Direct Connect, Snowball, Snowball Edge, Snowmobile
- 📂 05-03 Database Migration Service
- 📂 05-04 Data Pipeline
- 📂 05-05 Lambda, API Gateway, and CloudFront (Part 1)
- 📂 05-06 Lambda, API Gateway, and CloudFront (Part 2)
- 📂 05-07 Comparing Our Options
- 📂 05-08 Checkpoint
- 📂 CHAPTER 06 Amazon Elastic Map Reduce (EMR)
- 📂 06-01 Introduction to Amazon Elastic Map Reduce (EMR)
- 📂 06-02 Apache Hadoop and EMR Software Collection
- 📂 06-03 EMR Architecture
- 📂 06-04 EMR Operations - Transient vs Long-Running
- 📂 06-05 EMR Operations - Choosing an Instance Type
- 📂 06-06 EMR Operations - Choosing the Right Number of Instances
- 📂 06-07 EMR Operations - On-Demand and Spot Instances
- 📂 06-08 EMR Operations - Monitoring and Resizing Clusters
- 📂 06-09 EMR File Storage and Compression
- 📂 06-10 Checkpoint
- 📂 06-11 HANDS-ON LAB Data Analytics with Spark and EMR
- 📂 CHAPTER 03 Databases In AWS
- 📂 03-01 Introduction to Databases In AWS
- 📂 03-02 Database Engine Types
- 📂 03-03 Relational Database Service (RDS)
- 📂 03-04 Neptune
- 📂 03-05 DocumentDB
- 📂 03-06 Serverless Options
- 📂 03-07 Checkpoint
- 📂 03-08 HANDS-ON LAB Programmatically Utilizing S3 Select
- 📂 CHAPTER 07 Using Redshift
- 📂 07-01 Introduction to Using Redshift
- 📂 07-02 Redshift Architecture
- 📂 07-03 Redshift in the AWS Service Ecosystem
- 📂 07-04 Redshift Use Cases
- 📂 07-05 Redshift Table Design
- 📂 07-06 Redshift Spectrum
- 📂 07-07 HANDS-ON LAB Querying Data from Multiple Redshift Spectrum Tables
- 📂 CHAPTER 08 Redshift Maintenance and Operations
- 📂 08-01 Launching a Redshift Cluster
- 📂 08-02 Resizing a Redshift Cluster
- 📂 08-03 Utilizing Vacuum and Deep Copy
- 📂 08-04 Backup and Restore
- 📂 08-05 Monitoring
- 📂 08-06 Checkpoint
- 📂 08-07 HANDS-ON LAB Manually Migrating Data Between Redshift Clusters
- 📂 CHAPTER 09 AWS Glue, Athena, and QuickSight
- 📂 09-01 Introduction to AWS Glue, Athena, and QuickSight
- 📂 09-02 Glue Data Catalog (Part 1)
- 📂 09-03 Glue Data Catalog (Part 2)
- 📂 09-04 Glue Jobs (Part 1)
- 📂 09-05 Glue Job Demo (Part 2)
- 📂 09-06 Glue Jobs (Part 3)
- 📂 09-07 Job Bookmarks
- 📂 09-08 Getting Started with Athena
- 📂 09-09 Athena Demo
- 📂 09-10 When To Use Athena
- 📂 09-11 QuickSight Visualizations and Dashboards
- 📂 09-12 QuickSight Security and Authentication
- 📂 09-13 Checkpoint
- 📂 CHAPTER 10 Elasticsearch
- 📂 10-01 Introduction to Elasticsearch
- 📂 10-02 Using Elasticsearch
- 📂 10-03 Visualizing Elasticsearch Data
- 📂 10-04 Checkpoint
- 📂 10-05 HANDS-ON LAB Implementing an Elasticsearch Backed Search Microservice
- 📂 CHAPTER 11 AWS Security Services
- 📂 11-01 Introduction to AWS Security Services
- 📂 11-02 IAM
- 📂 11-03 KMS
- 📂 11-04 Secrets Manager
- 📂 11-05 VPC Network Security Features
- 📂 11-06 Checkpoint
- 📂 11-07 HANDS-ON LAB Advanced S3 Security Configuration
- 📂 CHAPTER 12 Wrap-Up
- 📂 12-01 Congratulations
- 📂 12-02 PRACTICE EXAM AWS Certified Data Analytics Specialty - Practice Exam