AWS Lambda

Amazon Web Services (AWS) is a renowned cloud computing platform that provides a varied range of services to meet the needs of businesses and organizations. AWS has established itself as a prominent player in the cloud computing business due to its enormous infrastructure, powerful tools, and diverse variety of cloud solutions. In this post, we will look at Amazon Web Services’ core cloud services and their benefits for organizations. 1. Compute Services Amazon Web Services provides a variety of computing services to meet…

What Is the Enterprise GEN-AI Platform? The release of ChatGPT by OpenAI has shown many businesses the immense potential of large language models and the power of GENERATIVE AI. As a result, companies of all sizes across industries like retail, travel, healthcare, and finance are rushing toward adopting GENERATIVE AI to boost productivity and foster innovation for better outcomes and values to the customers.  Organizations have multiple options for leveraging these powerful AI capabilities in their eco-system by designing…

Understanding how to monitor your AWS costs is vital for businesses of all sizes. As your infrastructure grows, you must view your expenses to prevent budget overruns. Amazon CloudWatch provides an advanced solution, allowing detailed monitoring and customized dashboarding for cost metrics. In this blog, we dive deep into leveraging advanced dashboarding with Amazon CloudWatch to manage and analyze AWS costs efficiently.  Understanding Amazon CloudWatch in the Context of AWS Costs Amazon CloudWatch is a monitoring…

In this blog post, you will learn how to build a serverless solution for invoice processing using Amazon Textract, AWS Lambda, and the Go programming language. Invoices and expense receipt images uploaded to Amazon S3 will trigger a Lambda function which will extract invoice metadata (ID, date, amount, etc.) using the AWS Go SDK and persist it to an Amazon DynamoDB table. You will also use Go bindings for AWS CDK to implement "Infrastructure-as-code" for the entire solution and deploy it with the AWS Cloud Development Kit…

SaaS applications are the new normal nowadays, and software providers are looking to transform their applications into a Software As a Service application. For this, the only solution is to build a multi-tenant architecture SaaS application. Have you ever wondered how Slack, Salesforce, AWS (Amazon Web Services), and Zendesk can serve multiple organizations? Does each one have its unique and custom cloud software per customer? For example, have you ever noticed that, on Slack, you have your own URL…

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. By the end of this tutorial, you will have a working ML model that you can invoke through an API, and you will have gained a deeper understanding of how to deploy ML models on the cloud. Whether you are a machine learning engineer, data…

AWS Glue is a serverless data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning (ML), and application development. This article will go into the best practices of application development and deployment on Cloud mandate using Infrastructure as code (IaC).  Out of the various technologies available in the market for writing IaC, AWS CDK leverages popular programming languages (Python, Typescript, Java, Go, etc.) and is widely adopted…