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Advanced Scaling Solutions for AKS

Scaling is a fundamental aspect of managing applications in AKS. It ensures that applications can handle varying loads efficiently while optimizing...

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Understanding Deployment Strategies in Azure Kubernetes Service (AKS)

Deployment strategies are the foundation for maintaining application performance and stability in Azure Kubernetes Service (AKS). Choosing the right...

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Lambda Functions for Processing Kafka Logs in AWS

AWS Lambda plays a pivotal role in serverless architectures, particularly for real-time data processing. It enables you to run code without provisioning...

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...

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...