CloudEnthusiasts

Unsupervised algorithms practical use cases

27: Autoscaling - Grow your infrastructure with demand and shrink to save cost.

How to setup Development Environment for CDK Projects?

Build CDK Construct Projects with Projen, GitHub and Gitflow DevOps

Reinforcement Learning Analogy

Unsupervised algorithms practical use cases

Neural Network Analogy

How Reinforcement Algorithm Learns

Why you need API Gateway

25:CloudFront - Enhance performance using AWS Managed Content Delivery Network - CDN

20:TaskDefinition - Configure how to run your application in ECS using TaskDefinition as blueprint.

Regression Algorithm Analogy

Classification Algorithm Analogy

10:VPCFlowLogs - Capture VPC flow logs for traffic analysis.

23:Route53 - Amazon Managed Domain Name Service

11:Automation - Use CloudFormation, CDK or CloudKitect Components for Automation

What Is DynamoDB || How it can help build scalable applications without management overhead.

13:SecurityGroups: Control traffic within your VPC using Security Groups

22: Application Load Balancer: Improve availability with Application Load Balancer

24:CertificateManager - Secure communication channel with your application

6:Routing- Understand how routing works within VPC

14: NACL- Add additional layer of security to your VPC traffic via Network Access Control Lists

Building CDK Constructs with Projen Part 2

18:Docker- Containerize your application to be used by ECS

21: ECS Service: Run desired no of tasks continuously using ECS service scheduler.

15:Compute- Compute options available in AWS.

19:ECR - Host your docker images in Amazon ECR

12:ENI - Configuring ENIs to control application traffic.

7-InternetGateway: Setting up internet gateway for internet access.

9:NATGateway - How to enable resources in private subnet access to internet

16:Elastic Container Services - Explore Container Orchestration Service by AWS

3-Building Blocks of AWS: Account, Regions and Availability Zones.

26: WAF - Protect your application against various threats and exploits

8:CustomRouting - Create custom routes to better control VPC traffic

What is an AWS Account? II How tenant resources are isolated in AWS Accounts?

What is a Neural Network ?

2-Design Considerations: AWS Container Workloads

17: ECS Cluster - Setting up ECS cluster for running containerized applications

What is Regression Algorithm || Supervised Learning || Machine Learning

What Is Lambda? How it can save cost and improve availability and scalability.

Understanding cloud service models II Cloud service model II Cloud deployment model

What Is Elastic Compute Cloud - EC? || How is it the Core of Cloud Computing

What is Classification Algorithm

4-VPC: Build VPC to host your containers

API Gateway Request/Response Mapping

What is Regression Algorithm ?

What is AWS Config? II Automate cloud compliance with AWS Config

Why organizations should move to cloud computing? Benefits to have cloud?

What is Classification Algorithm || Supervised Machine Learning

How Regression Algorithm is trained.

What Is API Gateway? How it can handle varying traffic?