The Business Compass LLC Podcasts

Heart disease is a leading cause of death worldwide, making its early detection critical. In this project, we will build and deploy a machine-learning model to predict heart disease. Our model will be hosted on an AWS EC2 instance, with a CI/CD pipeline automating the deployment process. This project aims to provide a scalable, user-friendly prediction interface accessible via a web application.
 
 
https://businesscompassllc.com/building-a-heart-disease-prediction-model-on-aws-ec2-with-ci-cd-pipeline/

Amazon Virtual Private Cloud (VPC) is a service that lets you launch AWS resources in a logically isolated virtual network. Within this VPC, you can configure two essential components: the VPC Endpoint Service and the NAT Gateway.
 
 
https://businesscompassllc.com/configuring-vpc-endpoint-service-and-nat-gateway-in-a-centralized-vpc-a-comprehensive-guide/

Amazon Web Services (AWS) provides a powerful tool called AWS Budgets, enabling users to set custom account cost and usage budgets. This tool is designed to help users manage and optimize their cloud expenses by providing insights and alerts when costs exceed predefined thresholds. AWS Budgets allows you to create budgets for various AWS services, set up notifications, and gain better control over your cloud spending.
 
 
 
 
https://businesscompassllc.com/mastering-aws-budgets-a-simple-setup-guide/

The demand for scalable, reliable, and efficient cloud infrastructure is paramount in today’s fast-paced digital world. Infrastructure as Code (IaC) and Continuous Integration/Continuous Deployment (CI/CD) are pivotal in achieving this goal. The AWS Cloud Development Kit (CDK) revolutionizes the definition of cloud resources and the automation of deployments. This podcast delves into mastering IaC and CI/CD with AWS CDK, providing a comprehensive roadmap for modern cloud development.
 
 
https://businesscompassllc.com/mastering-iac-and-ci-cd-with-aws-cdk-a-comprehensive-practical-guide/

AWS Auto Scaling Groups (ASGs) are crucial for managing dynamic workloads in the cloud. They allow you to automatically adjust the number of Amazon EC2 instances based on demand, ensuring that your application maintains optimal performance while controlling costs. With ASGs, you can set desired, minimum, and maximum instance counts, and AWS Auto Scaling will handle the rest.
 
 
https://businesscompassllc.com/mastering-aws-auto-scaling-a-step-by-step-guide-with-practical-examples/

In today’s cloud-driven world, serverless architecture can significantly enhance efficiency and reduce operational overhead. AWS Lambda, a cornerstone of AWS’s serverless offerings, allows you to run code responding to events without provisioning or managing servers. This podcast will explore the practical aspects of using AWS Lambda to set up a serverless file replication system between Amazon S3 buckets.
 
 
 
https://businesscompassllc.com/automating-serverless-file-replication-with-aws-lambda-a-hands-on-guide/

Cloud storage has become essential to our digital lives, but popular solutions like Google Drive can become costly over time. Why not create your affordable cloud storage solution using AWS? This podcast will walk you through setting up a DIY cloud storage system that is secure, scalable, and cost-effective.
 
 
 
 
https://businesscompassllc.com/build-your-own-affordable-cloud-storage-on-aws-replace-google-drive-with-ease/

Machine learning (ML) is revolutionizing various industries by enabling systems to learn from data, identify patterns, and make decisions with minimal human intervention. To understand ML, it’s essential to recognize the significance of data, the lifeblood of any ML model. Machine learning has three primary data types: structured, unstructured, and semi-structured.
 
 
 
https://businesscompassllc.com/a-beginners-guide-to-storing-housing-data-in-aws-s3-for-machine-learning/

In the world of serverless applications, speed and efficiency are paramount. Developers often choose frameworks like NestJS for their robustness and ease of use. However, slow build times and large bundle sizes can become significant bottlenecks when deploying these applications on AWS Lambda. Serverless-Esbuild is a popular plugin for optimizing builds, but integrating it with other plugins, such as Serverless-Plugin-Warmup, can lead to compatibility issues. This podcast explores how to resolve these conflicts to achieve faster, optimized NestJS deployments.
 
 
 
https://businesscompassllc.com/streamlining-nestjs-deployments-resolving-serverless-esbuild-and-serverless-plugin-warmup-compatibility-issues/

Amazon Simple Storage Service (S3) and Amazon Glacier are two robust storage solutions offered by AWS, each designed to address different data storage needs. S3 is designed for active data storage, providing fast access and retrieval. In contrast, Glacier is optimized for long-term data archiving, offering lower costs but slower retrieval times.
 
 
https://businesscompassllc.com/aws-s3-vs-aws-glacier-how-to-choose-the-perfect-storage-solution/