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Implementing Continuous Deployment (CD) with Azure DevOps

CD is a crucial practice in modern software development that extends the principles of Continuous Integration (CI) to automate application deployment. By...

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Real-Time Anomaly Detection Using SageMaker Random Cut Forest (RCF) Model

Identifying anomalies in real-time is critical for detecting potential security breaches, application failures, or unexpected behaviors in systems....

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Predicting Yards Passing for NFL QBs Using Machine Learning: Part 3

Part 3: Model Evaluation and Insights Introduction In Part 2, we focused on selecting and training a Random Forest model to predict NFL quarterback passing...

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Predicting Yards Passing for NFL Quarterbacks Using Machine Learning: Part 2

Part 2: Model Selection and Training Introduction In Part 1, we laid the groundwork by collecting and cleaning NFL quarterback data from 1970-2022. We...

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Predicting Yards Passing for NFL Quarterbacks Using Machine Learning: Part 1

Part 1: Data Collection and Understanding Introduction Predicting NFL quarterback performance is a challenging and exciting task, especially for fans who...

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AWS Lake Formation: Part 2 Advanced S3 Configurations

This section of this series on AWS Lake Formation focuses on optimizing Amazon S3 configurations using Terraform, specifically tailored for data lakes. We'll...

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Automating API Information Storage with AWS - Technical Deep Dive into Automated API Information Storage System

Managing API information is a big challenge, demanding streamlined solutions for efficiency and reliability. My introduction to automating API information...

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GitHub Action Runners on AWS EKS

Today, I will show you how to use GitHub Action Runners on AWS EKS (Elastic Kubernetes Service). To make this work, we will need a few other components...

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Inter-Region WireGuard VPN in AWS

Let's start by defining Inter-Region VPN and what we are doing today. Reading the title, you are probably asking why VPN? Why not peering or Transit Gateway?...

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