Amazon Web Services (AWS)

Introduction to AWS

Understand the basics of AWS, its global infrastructure, and the benefits of cloud computing. Learn about the core AWS services and how they fit into cloud architectures. This section covers the history of AWS, its evolution, and the wide range of services it offers, from computing and storage to machine learning and artificial intelligence. We will also discuss the advantages of cloud computing such as scalability, flexibility, cost-effectiveness, and global reach.

AWS Identity and Access Management (IAM)

Learn how to manage access to AWS services and resources securely. Understand IAM users, groups, roles, and policies. Implement best practices for securing AWS accounts. This includes detailed steps on creating and managing IAM users and groups, attaching policies to manage permissions, and using roles for cross-account access. We will also explore multi-factor authentication (MFA) and how to audit and monitor IAM activities using AWS CloudTrail.

Amazon Elastic Compute Cloud (EC2)

Dive into EC2, the core compute service of AWS. Learn about instance types, AMIs, key pairs, security groups, and how to launch, configure, and manage EC2 instances. We will cover different instance purchasing options such as On-Demand, Reserved, and Spot Instances, and discuss use cases for each. Additionally, we'll explore auto-scaling and load balancing to ensure high availability and fault tolerance of applications.

Amazon Simple Storage Service (S3)

Explore S3 for scalable object storage. Learn about S3 buckets, objects, and their properties. Understand versioning, lifecycle policies, and storage classes. This section will delve into setting up S3 buckets, configuring bucket policies for access control, and using S3 encryption for data protection. We will also discuss S3 Transfer Acceleration, event notifications, and integrating S3 with other AWS services for optimized workflows.

Amazon Virtual Private Cloud (VPC)

Understand VPC concepts to create isolated networks within AWS. Learn about subnets, route tables, internet gateways, NAT gateways, and security groups. We will discuss the creation and management of VPCs, the differences between public and private subnets, and the use of VPC peering and Transit Gateway for connecting multiple VPCs. This section also covers network ACLs, VPN connections, and Direct Connect for hybrid cloud setups.

Amazon Relational Database Service (RDS)

Learn how to set up and manage relational databases in the cloud with RDS. Explore database instance types, backups, multi-AZ deployments, and read replicas. We will discuss best practices for database security, performance tuning, and maintenance. Additionally, we'll cover automated backups, snapshots, and point-in-time recovery to ensure data durability and availability.

AWS Lambda and Serverless Computing

Discover the power of serverless computing with AWS Lambda. Learn how to create, deploy, and manage Lambda functions, and understand event-driven architecture. We will explore integrating Lambda with other AWS services such as S3, DynamoDB, and API Gateway. Additionally, we'll discuss use cases for serverless applications, monitoring and logging with AWS CloudWatch, and best practices for optimizing Lambda performance and cost.

Amazon API Gateway

Learn how to create, publish, and manage APIs with Amazon API Gateway. Understand how to integrate with Lambda, enable security, and monitor API usage. This section covers setting up RESTful APIs, handling different HTTP methods, implementing authorization and authentication, and using API Gateway for throttling, caching, and monitoring API performance with CloudWatch metrics and logs.

Amazon DynamoDB

Explore DynamoDB for fast and flexible NoSQL database services. Learn about tables, items, attributes, indexing, and best practices for performance and scalability. We will delve into setting up DynamoDB tables, designing efficient schema for various use cases, and using DynamoDB streams for real-time data processing. Additionally, we'll cover Global Tables for multi-region replication and best practices for handling large-scale data operations.

Amazon CloudFront

Understand CloudFront, the content delivery network (CDN) service. Learn how to deliver content with low latency and high transfer speeds, and how to secure and optimize distribution. This section will cover setting up CloudFront distributions, configuring origins and behaviors, using custom SSL certificates, and implementing security features like AWS WAF and geo-restriction. We'll also discuss optimizing content delivery through caching and compression techniques.

AWS CloudFormation

Learn how to use CloudFormation to automate the setup and management of AWS resources. Understand templates, stacks, and best practices for infrastructure as code. We will explore creating and managing CloudFormation stacks, using intrinsic functions and stack policies, and implementing change sets for safe updates. This section also covers how to leverage the AWS Cloud Development Kit (CDK) for defining cloud infrastructure using familiar programming languages.

AWS Elastic Beanstalk

Explore Elastic Beanstalk for deploying and managing applications in the cloud. Learn how to use Elastic Beanstalk environments, applications, and configuration settings. We will discuss the deployment of web applications and services, managing application versions, and monitoring application health. Additionally, we'll cover customizing environments using configuration files and integrating Elastic Beanstalk with CI/CD pipelines for automated deployments.

Amazon S3 Glacier and Data Archiving

Understand how to use S3 Glacier for long-term data archiving. Learn about Glacier vaults, retrieval options, and lifecycle management policies. This section will explore creating and managing Glacier vaults, configuring retrieval policies for cost-effective data access, and integrating S3 Glacier with data lifecycle policies to automate archival processes. We will also discuss use cases for Glacier Deep Archive for even lower-cost long-term storage.

Amazon Route 53

Learn about Route 53 for scalable and highly available DNS. Understand how to register domains, manage DNS records, and configure routing policies. We will cover setting up hosted zones, creating different types of DNS records, and implementing routing policies such as latency-based routing, geo-location routing, and failover routing. Additionally, we'll discuss integrating Route 53 with other AWS services and using DNSSEC for enhanced security.

AWS Monitoring and Management

Discover how to monitor and manage AWS resources using CloudWatch, CloudTrail, and AWS Config. Learn about logging, metrics, alerts, and compliance tracking. This section covers setting up CloudWatch Alarms, using CloudWatch Logs Insights for log analysis, and leveraging AWS Config rules for continuous compliance monitoring. We will also discuss creating custom dashboards and setting up event-driven workflows using CloudWatch Events.

AWS Security Best Practices

Learn about the best practices for securing your AWS environment. Understand data encryption, security groups, network ACLs, and the Shared Responsibility Model. We will delve into securing data in transit and at rest using AWS KMS and encryption features, implementing network security best practices with VPC security groups and ACLs, and using AWS security services such as AWS Shield, AWS WAF, and GuardDuty for threat detection and mitigation.

Amazon Elastic Kubernetes Service (EKS)

Explore EKS for running Kubernetes on AWS. Learn how to set up and manage Kubernetes clusters, deploy applications, and use EKS with other AWS services. This section covers creating EKS clusters, managing Kubernetes worker nodes, deploying containerized applications, and integrating EKS with AWS services such as IAM, VPC, and CloudWatch. We will also discuss best practices for scaling, monitoring, and securing EKS environments.

AWS Data Analytics

Understand the data analytics services offered by AWS, including Amazon Redshift, AWS Glue, and Amazon Athena. Learn how to set up data pipelines, perform ETL operations, and analyze data. This section will explore setting up and managing Redshift clusters, using AWS Glue for data cataloging and ETL jobs, and querying data in S3 with Athena. We will also discuss building data lakes and implementing real-time analytics solutions using Kinesis and QuickSight.

AWS Machine Learning

Discover the machine learning services provided by AWS, such as Amazon SageMaker. Learn how to build, train, and deploy machine learning models at scale. This section covers setting up SageMaker notebooks, preparing data for training, selecting and tuning ML algorithms, and deploying models for real-time inference. We will also explore the use of pre-trained AI services such as Rekognition, Comprehend, and Polly for specific use cases.

AWS Cost Management

Learn about the tools and techniques for managing and optimizing costs on AWS. Understand AWS pricing models, budgeting, cost allocation tags, and cost optimization strategies. This section will delve into using AWS Cost Explorer, setting up budgets and alerts, implementing cost allocation tags for detailed tracking, and leveraging Reserved Instances and Savings Plans for cost savings. We will also discuss rightsizing, using spot instances, and optimizing storage costs.

AWS Migration Strategies

Explore various strategies for migrating applications and data to AWS. Learn about the AWS Migration Hub, AWS Database Migration Service (DMS), and best practices for a smooth migration. This section will cover planning and executing migrations using the AWS Migration Acceleration Program (MAP), migrating databases with minimal downtime using DMS, and employing the Server Migration Service (SMS) for large-scale server migrations. We will also discuss hybrid cloud solutions and post-migration optimization.

AWS Global Infrastructure and Multi-Region Deployments

Understand the global infrastructure of AWS and how to design and deploy applications across multiple regions for high availability and disaster recovery. This section covers AWS Regions and Availability Zones, setting up multi-region architectures, and implementing disaster recovery strategies using services like Route 53, S3 Cross-Region Replication, and RDS Multi-AZ. We will also discuss the benefits of deploying globally for reduced latency and compliance.

AWS Developer Tools

Learn about the suite of developer tools provided by AWS, including CodeCommit, CodeBuild, CodeDeploy, and CodePipeline. Understand how to implement continuous integration and continuous delivery (CI/CD) pipelines. This section covers setting up CodeCommit repositories, creating build projects with CodeBuild, automating deployments with CodeDeploy, and orchestrating CI/CD workflows with CodePipeline. We will also explore integrating these tools with other AWS services and third-party tools for a seamless development experience.

Amazon CloudWatch Logs and Metrics

Dive deep into CloudWatch Logs and Metrics for monitoring AWS environments. Learn how to set up log groups, metric filters, and create custom dashboards. This section will cover collecting and analyzing logs from various AWS services, creating custom metrics, and using CloudWatch Insights for advanced log queries. We will also discuss setting up CloudWatch Alarms for proactive monitoring and integrating CloudWatch with third-party monitoring tools.

AWS Well-Architected Framework

Understand the AWS Well-Architected Framework and its five pillars: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. Learn how to apply best practices to build and maintain robust AWS solutions. This section covers conducting Well-Architected Reviews, identifying and mitigating risks, and leveraging AWS tools and services to implement best practices across each pillar. We will also discuss real-world examples and case studies of Well-Architected solutions.

AWS IoT Core

Explore AWS IoT Core for connecting Internet of Things (IoT) devices to the AWS cloud. Learn how to manage IoT devices, process IoT data, and integrate with other AWS services. This section covers setting up IoT devices, configuring device communication using MQTT and HTTP, and processing IoT data with AWS Lambda and Amazon Kinesis. We will also discuss implementing IoT security best practices and using AWS IoT Analytics for advanced data analysis.

Amazon Elasticsearch Service

Learn about the Amazon Elasticsearch Service for real-time search and analytics. Understand how to set up and manage Elasticsearch clusters, and perform data indexing and querying. This section covers creating and scaling Elasticsearch clusters, securing data with IAM policies and VPC, and using Kibana for data visualization. We will also explore integrating Elasticsearch with other AWS services for log analysis, full-text search, and real-time monitoring.

AWS Backup and Disaster Recovery

Discover the best practices for implementing backup and disaster recovery solutions on AWS. Learn about AWS Backup, cross-region replication, and automated backups. This section will delve into setting up AWS Backup for centralized backup management, configuring backup policies, and implementing cross-region replication for disaster recovery. We will also discuss using AWS services like RDS, S3, and EC2 for automated backup and recovery solutions.

AWS Direct Connect

Understand AWS Direct Connect for establishing a dedicated network connection from your premises to AWS. Learn about the benefits, setup process, and use cases for Direct Connect. This section covers configuring Direct Connect connections, setting up virtual interfaces, and using Direct Connect Gateway for multi-region connectivity. We will also discuss use cases such as hybrid cloud architectures, improved performance for on-premises applications, and enhanced security for data transfers.