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              • Visualize how services are linked together for each business flow
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            • Feature Transformation and Scaling in Machine Learning
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              • Perform Feature Engineering Using Amazon SageMaker
            • Categorical Data Encoding: Converting Categories to Numbers
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            • 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
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          • Amazon Neptune
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          • Redshift
            • Redshift's ACID compliance
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            • Additional DynamoDB Features and Concepts
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          • Amazon Quantum Ledger DB (QLDB)
        • RDS
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        • Sharing RDS DB instance with an external auditor
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          • 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
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        • Elastic Beanstalk (for simple solutions)
        • IaC
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            • !Ref VS !GetAtt
            • CloudFormation examples
      • Security
        • Identity Management Services
          • IAM
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              • 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
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        • System Manager Parameter Store
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          • Secret Manger VS System Manager's Parameter Store
          • Secret Manager VS AWS KMS
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        • Firewall Manager
        • AWS WAF
      • Compute
        • Containers
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          • ECR (Elastic Container Registry)
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          • EC2 Instance Types
            • T Instance Credit System
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        • CloudWatch Logs Insights VS AWS X-Ray
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        • Amazon Managed Grafana
        • CloudWatch Logs Insights
          • CloudWatch Logs Insights VS Kibana VS Grafana
        • CloudWatch Logs
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        • CloudWatch
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          • 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
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      • 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
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        • Aggregates
        • Bounded Context
      • API Gateway
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        • Open Service Broker API
      • Microservices
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      • Kafka
      • Docker
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        • Artifactory
        • Dockerfile
      • ReactJs
        • Progressive Web App (PWA)
        • Guide to File Extensions in React Projects
    • Guides
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      • 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
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        • Securing Properties
          • HashiCorp Vault
      • Kubernates
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        • alternatives
      • Setup CentOS 8 and Docker
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        • Vim Command
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  • Working for an enterprise
    • Next step
    • Job roles
      • SME role
    • Common issues
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Last updated 7 months ago

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