Category Archives for Amazon Web Services

Blue-Green Deployments

Case Study: Blue-Green Deployments Using Elastic Beanstalk

In a more “traditional” situation, we have a single production environment for our application. When we want to update the application, we deploy the new version in one go. That usually includes taking the application down, copying over new binaries, and restarting the application which ultimately leads to downtime. This is where Blue-Green Deployments comes […]

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AWS Lambda

AWS Lambda : Serverless Compute Service

The next buzz in cloud computing is the event-driven computing service. AWS Lambda brings the same to existence. Lambda makes the best of the concept of pay-per-use and as a service much further than it did in the case of EC2. It offers pay-per-millisecond computing, a service always available without delays, scalable power, no systems maintenance costs, response to events both from the rest of AWS services and events generated by […]

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AWS Serveerless application model

AWS Serverless Application Model: Complete Solution For Serverless Apps

It won’t surprise anyone when you say that the cloud train has left the station a while ago and is gaining more and more speed every day. Because this trend doesn’t seem to stop at all it is required to be able to act fast on your changing environment to meet your customer’s demand with […]

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AWS X-Ray

AWS X-Ray Overview, Features, and Benefits

AWS X-Ray allows the developer to analyze and create a service map that displays an application’s architecture, including relation to components and a dependency tree. With the help of AWS X-Ray, we can understand how our application and its fundamental services are performing to identify and debug the root cause of performance issues and errors. […]

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Amazon DynamoDB

Amazon DynamoDB: Fast And Scalable NoSQL Database

Amazon DynamoDB is a key-value and document database that delivers single-digit millisecond performance at any scale. It’s a fully managed, multi-region, multi-active, durable database with built-in security, backup and restores, and in-memory caching for internet-scale applications. Check out the blog at https://k21academy.com/awsdev14 for a better understanding. In this blog, we are going to cover one […]

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Modeling with AWS Machine Learning

AWS SageMaker: Modeling With AWS Machine Learning

AWS SageMaker has been the industry leader, offering many services that complement the entire lifecycle from data preparation to model deployment. Once you identified machine learning is the right fit for your business problem. Your next step will be to identify the right machine learning type which helps you in finding the right Model for […]

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Exploratory Data Analysis with AWS ML

Exploratory Data Analysis with AWS Machine Learning

According to “The State of Data Science 2020” study, exploratory data analysis (EDA), data management, feature selection, and feature engineering accounts for more than 66% of a data scientist’s time. The data analysis process involves many steps on the data, such as cleansing and transformation, to find out what hidden information the data has and […]

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Amazon Cognito

Amazon Cognito Overview & Its Features

The challenges in building applications have been around user authentication and management. Not many developers want to build yet another user identification and authentication system for their application nor would they want to cause a user to create yet another account unless needed. Amazon Cognito makes it simpler for developers to manage user identities, authentication, […]

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aws ml

Data Engineering with AWS Machine Learning

Storing data for machine learning is challenging due to the varying formats and characteristics of data. Raw ingested data must first be transformed into the format necessary for downstream machine learning consumption, and once the data is ready to be used, it must be ingested from storage to the machine learning service. In this blog […]

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Introduction To Cloud & AWS FAQs

[Q/A] AWS Certified Solution Architect Associate Day 1: Introduction To Cloud & AWS

In this blog, we will cover the Q/A’s from Day 1 of AWS Certified Solution Architect Associate covering Introduction To Cloud & AWS FAQs. This blog will help you to get started with AWS Solution Architect. The blog post at k21academy.com/awssa36 covers: 1. Cloud Services and Deployment Model 2. AWS Global Infrastructure Region AZ 3. […]

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