Author: wallacelee
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Stock Price Prediction using Machine Learning
In this project, I will explore using Machine Learning to forecast future stock prices. By leveraging AWS SageMaker Canvas, I’ll build a stock prediction model using time series forecasting and then visualize the results with AWS QuickSight. Step1 : Create SageMaker Domain To kick off the project, navigate to the SageMaker console and click on…
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Use AWS CodePipeline CI/CD to automate Unit Test and Deploy Lambda Function
In this guide, I will walk you through setting up a Continuous Integration and Continuous Deployment (CI/CD) pipeline. This pipeline will automate unit testing and deploy your code to an AWS Lambda function using AWS CodePipeline, CodeBuild and CloudFormation. Source Stage Our journey begins with a GitHub repository, which stores our source code. Any time…
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Provisioning an EKS cluster using Terraform
In this exercise, I will deploy an AWS Elastic Kubernetes Service (EKS) cluster using Terraform and configure kubectl to verify the cluster is ready to use. Kubernetes is an open-source container orchestration system used to manage and deploy containerized applications. A Kubernetes cluster is a collection of nodes that run containerized applications. With AWS EKS,…
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The Cloud Resume Challenge
I’ve always been fascinated by cloud computing. Throughout my career, I’ve witnessed firsthand how painful and costly it can be for organizations to upsize their existing infrastructure. Whether it’s increasing server computing power, expanding network drive storage, or setting up and maintaining a remote disaster recovery site for mission-critical applications, the challenges are immense. When…
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Hosting a WordPress on AWS with High Availability
In this AWS project, I create my blog using WordPress and deploy it on AWS using EC2, RDS – MySQL, EFS, VPC, NAT Gateway, Application Load Balancer, Auto Scaling Group, Route 53, Certificate Manager, Systems Manager and IAM. Instead of using CloudFormation to automate the deployment, I decide to build everything from scratch. I start…
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Recent Posts
- Monitoring Kubernetes Cluster with Datadog (Minikube + OpenTelemetry Demo)
- Building a Real-World Dashboard on Grafana Cloud (Logs, Metrics, Uptime & Security)
- Mastering Terraform as a Site Reliability Engineer: A Complete Guide for Multi-Cloud and Multi-Environment Automation
- Achieve Cloud-Native Observability on Google Kubernetes Engine with Dynatrace
