Insights
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End-to-End Deployment of Azure Serverless Web App Using Terraform
Deploying a serverless web app with Azure requires a seamless integration of static and dynamic components. Using Terraform, we can automate the...
Read moreModel Evaluation and Tuning in SageMaker Canvas: Metrics, Confusion Matrix, and Fine-Tuning for Optimal Churn Prediction
Model evaluation and tuning are important steps in building an effective churn prediction model. SageMaker Canvas provides several metrics and tools, such...
Read moreData Pipeline Architecture for Churn Prediction: Automating Data Flow with AWS Services
Creating an automated data pipeline is required for handling the data flow in churn prediction for real time results. This pipeline automates the...
Read moreChoosing the Right Algorithm: XGBoost vs. Multilayer Perceptron in SageMaker Canvas
In customer churn prediction, selecting the right algorithm is the only way to achieve a balance between accuracy, computational efficiency, and business...
Read moreCustom Domain Setup with Route 53 for Azure CDN
Configuring a custom domain for my serverless web app adds a level of professionalism and branding. By combining AWS Route 53 for DNS management with...
Read moreBuilding a Churn Prediction Model with SageMaker Canvas: Infrastructure and Deployment with Terraform
Predicting customer churn is important in many industries, including the telecom industry, for customer retention and business growth. This project...
Read moreConfiguring CORS for Secure Web Requests in Azure Serverless Apps
Cross-Origin Resource Sharing (CORS) is a critical security feature for web applications, especially when it comes to serverless architectures that expose...
Read moreCreating and Deploying Azure Function App for Dynamic Backend
A serverless architecture is only complete with a dynamic backend capable of handling API requests and generating responses on demand. In this article,...
Read moreDeploying Static Content via Azure CDN with Storage Account Integration
Deploying static assets like HTML, CSS, and JavaScript files is a core part of serverless architecture, and Azure provides a powerful solution with its...
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