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          • Lab: Querying Data in Amazon S3 with Amazon Athena
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          • LAB - Deploy an Amazon RDS Multi-AZ and Read Replica in AWS
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        • Lab: Creating and Configuring a Network Load Balancer in AWS
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        • Lab: Troubleshooting VPC Networking
      • Security
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            • Use case 1
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            • CloudFront's Behavior
            • Lambda@Edge and CloudFront Functions
        • Event-Driven Architecture
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            • SNS & outbox pattern
          • AWS Messaging Services: SQS and Amazon MQ
          • Lab: Scaling EC2 Using SQS
          • Lambda
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          • Elastic MapReduce
          • AWS Data Monitoring and Visualization Services
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        • Lab: Connect Multiple VPCs with Transit Gateway
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              • Elastic Beanstalk and App Runner
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              • Visualize how services are linked together for each business flow
              • Visualize flow and metrics
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          • use S3 for data migration
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            • Amazon Athena VS Amazon Redshift
            • Athena & AWS Glue: Serverless Data Solutions
          • BigData Storage Solutions
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          • SageMaker Neo
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          • Common Amazon SageMaker Endpoint usage patterns
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          • ML Example
        • Machine Learning
          • Data Engineering
            • Understanding Data Preparation
            • Feature Engineering: Transforming Raw Data into Powerful Model Inputs
            • Feature Transformation and Scaling in Machine Learning
            • Data Binning: Transforming Continuous Data into Meaningful Categories
          • Exploratory Data Analysis
            • Labs
              • Perform Feature Engineering Using Amazon SageMaker
            • Categorical Data Encoding: Converting Categories to Numbers
            • Text Feature Extraction for Machine Learning
            • Feature Extraction from Images and Speech: Understanding the Fundamentals
            • Dimensionality Reduction and Feature Selection in Machine Learning
          • Modelling
            • Prerequisites for Machine Learning Implementation
            • Classification Algorithms in Machine Learning
            • Understanding Regression Algorithms in Machine Learning
            • Time Series Analysis: Fundamentals and Applications
            • Clustering Algorithms in Machine Learning
      • Databases
        • Capturing data modification events
        • Time-Series Data (Amazon Timestream)
        • Graph DBs
          • Amazon Neptune
        • NoSQL
          • Apache Cassandra (Amazon Keyspaces)
          • Redshift
            • Redshift's ACID compliance
          • MongoDB (Amazon DocumentDB)
          • DynamoDB
            • Additional DynamoDB Features and Concepts
            • DynamoDB Consistency Models and ACID Properties
            • DynamoDB Partition Keys
          • Amazon Quantum Ledger DB (QLDB)
        • RDS
          • DR for RDS
          • RDS Multi-AZ VS RDS Proxy
          • Scaling Relational Databases
          • Aurora Blue/Green deployments
          • Aurora (Provisioned)
          • Amazon Aurora Serverless
        • Sharing RDS DB instance with an external auditor
      • Caching
        • DAX Accelerator
        • ElastiChache
        • CloudFront (External Cache)
        • Global Accelerator (GA)
      • Storages
        • S3
          • MFA Delete VS Object Lock
          • S3 Standard VS S3 Intelligent-Tiering
        • Instance Storage
        • EBS Volumes
          • Burst Capacity & Baseline IOPS
          • Provisioned IOPS vs GP3
          • EBS Multi-Attach
        • Snapshots
        • AWS Backup
        • File Sharing
          • FSx (File system for Windows or for Lustre)
          • EFS (Elastic File System)
      • Migration
        • Migration Hub
        • Application Discovery Service
        • Snow Family
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        • SMS (Server Migration Service)
        • MGN (Application Migration Service)
        • Transfer family
        • DataSync
        • Storage Gateway
          • Volume gateway
          • Tape Gateway
          • File Gateway
          • Storage Gateway Volume Gateway VS Storage Gateway File Gateway
        • DataSync VS Storage Gateway File Gateway
      • AWS Regional Practices and Data Consistency Regional Isolation and Related Practices
      • Front End Web application
        • Pinpoint
        • Amplify
        • Device Farm
      • Glossary
      • Governance
        • Well-Architected Tool
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          • AWS Service Catalog
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        • Cross-Account Role Access
        • Resource Access Manager (RAM)
        • Organizations, Accouts, OU, SCP
      • Automation
        • System Manager (mainly for inside EC2 instances)
        • Elastic Beanstalk (for simple solutions)
        • IaC
          • SAM
          • CloudFormation
            • !Ref VS !GetAtt
            • CloudFormation examples
      • Security
        • Identity Management Services
          • IAM
            • Identity, Permission, Trust and Resource Policies
              • IAM Policy Examples
              • Trust policy
            • IAM roles cannot be attached to IAM Groups
            • AWS IAM Policies Study Guide
            • Cross-Account Access in AWS: Resource-Based Policies vs IAM Roles
            • EC2 instance profile VS Trust policy
          • Cognito
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        • AI based security
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          • Macie (S3)
        • AWS Network Firewall
        • Security Hub
        • Detective (Root Cause Analysis)
        • Inspector (EC2 and VPCs)
        • System Manager Parameter Store
        • Secret Manager
          • Secret Manger VS System Manager's Parameter Store
          • Secret Manager VS AWS KMS
        • Shield
          • DDoS
        • KMS vs CloudHSM
        • Firewall Manager
        • AWS WAF
      • Compute
        • Containers
          • ECS
            • ECS Anywhere
          • EKS
            • EKS Anywhere
          • Fargate
            • ECS Fargate VS EKS Fargate
          • ECR (Elastic Container Registry)
        • EC2
          • EC2 Purchase Options
            • Spot instances VS Spot Fleet
          • EC2 Instance Types
            • T Instance Credit System
          • Auto Scaling Groups (ASG)
          • Launch Template vs. Launch Configuration
          • AMI
          • EC2 Hibernation
        • Lambda
          • Publish VS deploy
      • Data Pipeline
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      • AppSync
      • Step Functions
      • Batch
        • Spring Boot Batch VS AWS Batch
      • Decoupling Workflow
      • Elastic Load Balancers
      • Monitoring
        • OpenSearch
        • CloudWatch Logs Insights VS AWS X-Ray
        • QuickSight
        • Amazon Managed Service for Prometheus
        • Amazon Managed Grafana
        • CloudWatch Logs Insights
          • CloudWatch Logs Insights VS Kibana VS Grafana
        • CloudWatch Logs
        • CloudTrail
        • CloudWatch
        • X-Ray
      • On-Premises
        • ECS/EKS Anyware
        • SSM Agent
      • Serverless Application Repository
      • Troubleshooting
      • Messaging, Events and Streaming
        • Kinesis (Event Stream)
        • EventBridge (Event Router)
          • EventBridge Rule Example
          • EventBridge vs Apache Kafka
          • EventBridge VS Kinesis(Event Stream)
          • Event Bridge VS SNS
        • SNS (Event broadcaster)
        • SQS (Message Queue)
        • MSK
        • Amazon MQ
        • DLQ
    • Software Design
      • CloudEvents
        • CloudEvents Kafka
      • Transaction VS Operation DBs
      • Event-based Microservices
        • Relations database to event messages
      • Hexagonal Architecture with Java Spring
      • Distributed Systems using DDD
        • Scaling a distributed system
        • Zookeeper
        • Aggregates
        • Bounded Context
      • API Gateway
      • Cloud
        • The Twelve Factors
        • Open Service Broker API
      • Microservices
    • Design technique
    • Technologies
      • Kafka
      • Docker
        • Docker Commands
        • Artifactory
        • Dockerfile
      • ReactJs
        • Progressive Web App (PWA)
        • Guide to File Extensions in React Projects
    • Guides
      • OCP
      • AWS
        • Creating and Assuming an Administrator AWS IAM Role
        • Standing Up an Amazon Aurora Database with an Automatically Rotated Password Using AWS Secrets Manag
        • Standing Up an Apache Web Server EC2 Instance and Sending Logs to Amazon CloudWatch
        • Creating a Custom AMI and Deploying an Auto Scaling Group behind an Application Load Balancer
        • Assigning Static IPs to NLBs with ALB Target Groups
        • Hosting a Wordpress Application on ECS Fargate with RDS, Parameter Store, and Secrets Manager
        • Amazon Athena, Amazon S3, and VPC Flow Logs
      • Creating a CloudTrail Trail and EventBridge Alert for Console Sign-Ins
      • Load Balancer VS Reverse Proxy
      • Health check
      • Load Balancer
      • HTTP Protocol
      • TCP/IP Network Model
      • Event-base Microservices Implementation Guideline
      • How to write a service
      • Observability
      • Kafka Stream
      • Security
        • Securing Properties
          • HashiCorp Vault
      • Kubernates
      • Unix
        • Networking
        • Firewall
        • File system
        • alternatives
      • Setup CentOS 8 and Docker
    • Dev Tools
      • Docker Commands
      • Intellij
      • CheatSheets
        • Unix Commands
        • Vim Command
      • Templates
  • Working for an enterprise
    • Next step
    • Job roles
      • SME role
    • Common issues
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