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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....

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...

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...

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...

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...

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...

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...

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?...

Making PDFs Searchable Using AWS Textract and CloudSearch

If you have PDFs and want to make them searchable, provide the search functionality on your website or for internal use. This is what we are doing today...