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About Neil Rico

Neil, fueled by a passion for technology, now dedicates himself to architecting and optimizing cloud solutions, particularly within the dynamic realm of Amazon Web Services (AWS). He's always learning because life is a journey of discovering and growing.

AZ-400 Microsoft DevOps Engineer Expert Exam Study Path

2024-12-06T03:17:37+00:00

Bookmarks Prerequisites Study Materials Azure Services to Focus On Validate Your Knowledge Final Remarks The AZ-400 Microsoft DevOps Engineer Expert certification is designed for professionals who want to demonstrate their expertise in implementing DevOps practices using Microsoft Azure technologies. This certification validates your ability to design, implement, and manage DevOps processes, including version control, build and release management, testing, and infrastructure as code. It optimizes development and operational collaboration to deliver scalable and secure software solutions. The Exam Will Measure Your Skills in the Following Areas: Design and implement processes and communications [...]

AZ-400 Microsoft DevOps Engineer Expert Exam Study Path2024-12-06T03:17:37+00:00

Methods in Evaluating Foundation Model Performance

2024-11-29T05:59:36+00:00

A foundation model is a large-scale, pre-trained artificial intelligence model that serves as a general-purpose system for various downstream tasks. These models, such as GPT for natural language processing or CLIP for vision-language understanding, are trained on extensive datasets and can be fine-tuned or adapted to specific applications. Foundation models are characterized by their ability to generalize across tasks, making them highly versatile and impactful in AI-driven solutions. Evaluating these models' performance is essential to understand their reliability, applicability, and potential business value. However, these models' vast scale and complexity pose unique challenges for evaluation, requiring a multifaceted approach. This article [...]

Methods in Evaluating Foundation Model Performance2024-11-29T05:59:36+00:00

Introduction to Amazon SQS FIFO and Standard Queues

2024-10-29T13:05:11+00:00

Amazon Simple Queue Service (SQS) is a fully managed message queuing service by AWS that allows distributed applications to communicate asynchronously, making it a critical tool for decoupling microservices and improving system resilience. SQS offers two types of queues tailored for different use cases: Standard Queues: These queues are designed for high throughput, allowing an unlimited number of transactions per second while supporting at-least-once message delivery. Although standard queues don’t guarantee strict message ordering, they excel in scenarios where speed and scalability are prioritized over sequence, such as large-scale data processing or background tasks. FIFO (First-In-First-Out) Queues: FIFO queues ensure [...]

Introduction to Amazon SQS FIFO and Standard Queues2024-10-29T13:05:11+00:00

Streamline Log Monitoring for Nginx with CloudWatch Agent

2024-09-27T01:31:47+00:00

Monitoring the health and performance of your applications is essential for maintaining reliable operations, detecting issues, and troubleshooting efficiently. Monitoring logs can provide invaluable insights into server behavior, user activity, and error occurrences regarding web services. However, tracking logs across distributed systems can be challenging. Amazon CloudWatch Agent is a powerful tool that collects metrics and logs from your EC2 instances and on-premises servers and centralizes them in Amazon CloudWatch. With centralized monitoring, teams can quickly detect anomalies, respond to incidents, and ensure smooth operation across different environments. In this article, we'll explore how you can use the CloudWatch Agent [...]

Streamline Log Monitoring for Nginx with CloudWatch Agent2024-09-27T01:31:47+00:00

Understanding VPC Flow Logs: Capturing Network Traffic in AWS

2024-09-04T05:08:38+00:00

Imagine a bustling city with a vast network of roads and highways connecting every corner. Like this intricate transportation system, the cloud computing world has its complex web of virtual networks, facilitating the seamless flow of data and communication. In this digital metropolis, ensuring security and maintaining visibility over network traffic is paramount. AWS (Amazon Web Services) offers a powerful tool called VPC Flow Logs to help you navigate and monitor the virtual pathways within your cloud environment.  As you embark on your cloud journey, understanding VPC Flow Logs can be a game-changer. This feature lets you capture valuable information [...]

Understanding VPC Flow Logs: Capturing Network Traffic in AWS2024-09-04T05:08:38+00:00

Understanding the Importance of Bastion Hosts in AWS

2024-08-28T04:03:05+00:00

This short article will discuss what a bastion host is and its importance in your cloud architecture. We will also talk about its various use cases, relevance, and the related processes of setting it up in the AWS Cloud.  What is a Bastion Host? A Bastion host, often called a jump server, is critical to securing cloud environments. It acts as an intermediary providing secure access to resources in a private subnet without exposing them directly to the internet. This setup is essential for maintaining a robust security posture, especially in environments where sensitive data and resources reside within private [...]

Understanding the Importance of Bastion Hosts in AWS2024-08-28T04:03:05+00:00

Understanding Security Groups and Network Access Control Lists (NACLs) in AWS

2024-08-26T09:31:42+00:00

Security within cloud environments is a critical consideration, and AWS offers robust tools to ensure that your cloud infrastructure remains secure. Two critical components in AWS for managing security are Security Groups and Network Access Control Lists (NACLs). These tools act as virtual firewalls, controlling the traffic that enters and exits your Virtual Private Cloud (VPC). While they serve similar purposes, they operate differently and are used in distinct scenarios to provide layered security. Security Groups: Instance-Level Security Security Groups in AWS are designed to control inbound and outbound traffic at the instance level. They are stateful, meaning that if [...]

Understanding Security Groups and Network Access Control Lists (NACLs) in AWS2024-08-26T09:31:42+00:00

Understanding and Managing AWS Lambda Recursive Loop Invocations

2024-06-11T01:05:06+00:00

Introduction AWS Lambda is a serverless computing service that allows developers to run code without provisioning or managing servers. It automatically scales applications by running code in response to events and only charges for the compute time used. This makes AWS Lambda an ideal choice for building scalable and cost-effective applications. However, one challenge that developers might encounter is recursive loop invocations. This occurs when a Lambda function inadvertently triggers itself, leading to a potentially endless loop of invocations. This can result in high costs and system instability if not properly managed. In this blog post, we will explore the [...]

Understanding and Managing AWS Lambda Recursive Loop Invocations2024-06-11T01:05:06+00:00

How to Implement CloudFormation Creation Policy on Ubuntu

2024-05-14T03:55:22+00:00

Welcome to our guide on implementing AWS CloudFormation Creation Policy on Ubuntu! If you're diving into cloud infrastructure management with AWS CloudFormation, understanding Creation Policies is crucial for ensuring smooth stack creation and resource management. In this article, we'll delve into CloudFormation Creation Policy, a vital attribute for orchestrating resource creation in AWS CloudFormation. While focusing on Ubuntu, we'll also cover the essential installation of CloudFormation helper scripts, which facilitate the signaling process between EC2 instances and CloudFormation. What is CloudFormation Creation Policy? The CloudFormation creation policy is an attribute that allows you to prevent a resource from reaching the [...]

How to Implement CloudFormation Creation Policy on Ubuntu2024-05-14T03:55:22+00:00

Building Data Pipelines with No-Code ETL Using AWS Glue Studio

2024-04-03T00:33:32+00:00

Introduction Welcome to the dynamic world of AWS Data Engineering! This beginner-friendly guide introduces you to the essentials of data staging and transformation within the AWS ecosystem without needing to code. By exploring the foundational use of Amazon S3 and AWS Glue, this guide provides a practical starting point for understanding how AWS data is handled and processed. Whether you're aiming for certification or looking to apply these skills in practical scenarios, this guide sets the groundwork for your future in data engineering. Preparation: Navigating Through Sample Datasets In this article, we'll work with 3 main datasets for a fictional [...]

Building Data Pipelines with No-Code ETL Using AWS Glue Studio2024-04-03T00:33:32+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

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