CloudFormation for SageMaker instance

Amazon SageMaker helps data scientists and Machine Learning developers build, train and deploy machine learning models. It includes Jupyter notebook to build and train model as well SageMaker API to train and deploy model with a few lines of code. Amazon CloudFormation helps in provisioning AWS resources using code. It automates provisioning and configuring resources … Read more

Amazon DynamoDB

DynamoDB Basics DynamoDB Overview DynamoDb is an AWS managed NoSQL database. It offers the following: Encryption at rest Scale throughput without downtime On demand backup and point in time recovery Data stored in SSD and replicated accross multiple AZs. DynamoDB Components table –> items –> attributes DynamoDB tables table is a collection of data items. … Read more

AWS VPC Tutorial – Part II subnets

In this AWS VPC tutorial, we will look at how to create the VPC, public and private subnets, route table, and an internet gateway. AWS VPC Tutorial – Recap In the previous tutorial we saw an introduction to Amazon VPC and also looked at the key concepts in VPC. Here’s the diagram of what we … Read more

AWS VPC Tutorial Part III Elastic IP and NAT

In this AWS VPC Tutorial, we will learn how to create an Elastic IP address, a NAT Gateway, and accessing the internet from private subnet using the NAT gateway. This is the third in the 3-series tutorial, the first tutorial introduced the key concepts and tutorial problem and the second tutorial looked at creating VPC, … Read more

AWS VPC Tutorial – Part I Introduction

In this AWS VPC tutorial, we will learn how to create a VPC; create public and private subnets that cover Multiple Availability zone; create CIDR blocks for each subnet; add Internet Gateways and NAT Gateways, and modify route table. AWS VPC Tutorial – Introduction to Concepts What is AWS VPC Amazon VPC is your own … Read more

Amazon AWS VPC Introduction and Features

In this AWS VPC tutorial, we will see an introduction to AWS VPC. We will also look at some of the key features of Amazon VPC. What is AWS VPC? AWS VPC or Virtual Private Cloud is an Amazon service that allows you to create you own virtual network inside Amazon cloud and to use … Read more

Create AWS EC2 instance using CLI

In the previous tutorial we saw how to create AWS EC2 instance using the console. In this tutorial, we will learn how to create AWS EC2 instance using the CLI (Command Line Interface). create AWS EC2 instance using CLI What is Amazon CLI Amazon CLI stands for Amazon Client Line Interface. It is a command … Read more