Cloud Computing Archives

Build a Web-Based Linux Terminal Playground
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Build a Web-Based Linux Terminal Playground

Rafael Miguel2024-12-09T04:51:18+00:00

In this blog, I will guide you through creating a Simple Web-Based Linux Terminal Playground that enables running Linux commands directly in the browser. We will use technologies such as Podman for containerization, React for the UI, and Express and node-pty for the backend. WebSockets will handle real-time communication between the frontend and backend, creating a seamless, secure, and interactive environment to learn and execute Linux commands. Each connection will be isolated and ephemeral therefore ensuring security and separation between users. Why Use Podman, React, Express, node-pty, WebSockets, and Alpine? Why Podman? Podman is an open-source container engine that focuses [...]

Build a Web-Based Linux Terminal PlaygroundRafael Miguel2024-12-09T04:51:18+00:00

AZ-400 Microsoft DevOps Engineer Expert Exam Study Path
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AZ-400 Microsoft DevOps Engineer Expert Exam Study Path

Neil Rico2024-12-06T03:17:37+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 PathNeil Rico2024-12-06T03:17:37+00:00

Understanding AWS Responsible AI: Key Concepts and Dimensions
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Understanding AWS Responsible AI: Key Concepts and Dimensions

Irene Bonso2024-12-02T04:56:02+00:00

As AI becomes a bigger part of our lives, it’s important to make sure it’s used responsibly. Responsible AI means building and using AI systems in ways that are ethical, fair, and accountable. AWS provides a range of tools to help organizations build AI systems that follow these principles. In this blog, we’ll look at what responsible AI is, the key dimensions of responsible AI on AWS, and the tools available to support these practices. Understanding Generative AI Generative AI is a subset of artificial intelligence that utilizes machine learning models to generate new content. This includes text, images, videos, audio, [...]

Understanding AWS Responsible AI: Key Concepts and DimensionsIrene Bonso2024-12-02T04:56:02+00:00

Mastering Prompt Engineering for AWS Large Language Models (LLMs)
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Mastering Prompt Engineering for AWS Large Language Models (LLMs)

Ace Kenneth Batacandulo2024-11-30T03:16:36+00:00

In the rapidly evolving world of Artificial Intelligence (AI) and Machine Learning (ML), Prompt Engineering has become a cornerstone skill for effectively harnessing the power of Large Language Models (LLMs). These models transform industries, power intelligent chatbots, automate workflows, and redefine customer experiences. Yet, the key to unlocking their full potential is crafting clear, precise prompts tailored to specific tasks. Far from being a mere technical skill, Prompt Engineering shapes the interaction between humans and AI, directly influencing the accuracy, efficiency, and reliability of AI-driven solutions. This skill takes on even greater importance in the AWS ecosystem with tools like [...]

Mastering Prompt Engineering for AWS Large Language Models (LLMs)Ace Kenneth Batacandulo2024-11-30T03:16:36+00:00

Monitoring Amazon SES Complaint Rates with CloudWatch Alarms and Real-Time Slack Notifications
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Monitoring Amazon SES Complaint Rates with CloudWatch Alarms and Real-Time Slack Notifications

Nikee Tomas2024-11-29T07:53:29+00:00

Amazon Simple Email Service (SES) is a powerful tool for sending high volumes of emails quickly and efficiently. However, to maintain your email-sending capabilities and ensure high deliverability, it's essential to monitor your sender's reputation closely. One key metric for assessing this reputation is the Complaint Rate, which measures how often recipients mark your emails as spam. A high complaint rate can lead to your emails being filtered into spam folders, throttling, or even suspension of your SES account. This article will guide you through setting up a system to monitor your Amazon SES Complaint Rate in real-time using Amazon [...]

Monitoring Amazon SES Complaint Rates with CloudWatch Alarms and Real-Time Slack NotificationsNikee Tomas2024-11-29T07:53:29+00:00

Methods in Evaluating Foundation Model Performance
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Methods in Evaluating Foundation Model Performance

Neil Rico2024-11-29T05:59:36+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 PerformanceNeil Rico2024-11-29T05:59:36+00:00

Amazon SES Complaint Rate: What It Is and How to Manage It
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Amazon SES Complaint Rate: What It Is and How to Manage It

Lois Dar Juan2024-11-29T08:09:41+00:00

Email remains one of the most effective ways of communication for businesses in today's digital age. It allows you to reach out to current and potential customers through newsletters, promotions, important information, and updates about your products and services. Whether it is to keep your customers engaged, promote your new offerings, or send transactional messages like order confirmations and such, email is a simple yet very powerful approach to improve your connection with clients and accelerate business growth. However, sending emails to a large audience becomes challenging, especially without the right tools to carry it out. That's where Amazon Simple [...]

Amazon SES Complaint Rate: What It Is and How to Manage ItLois Dar Juan2024-11-29T08:09:41+00:00

Retrieval-Augmented Generation (RAG) for Foundation Model Customization
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Retrieval-Augmented Generation (RAG) for Foundation Model Customization

Nestor Mayagma Jr.2024-12-02T06:01:45+00:00

Artificial Intelligence (AI) has rapidly advanced, pushing the limits of what machines can accomplish. However, one significant challenge remains: ensuring that AI responses are both accurate and contextually relevant while being up-to-date. This is where Retrieval-Augmented Generation (RAG) comes in—a cutting-edge approach that integrates the capabilities of data retrieval with advanced AI generation techniques. In this blog, we will explore the details of RAG, discussing its benefits, applications, and how to implement it using AWS. Understanding Retrieval-Augmented Generation (RAG) RAG (Retrieval-Augmented Generation) incorporates real-time data retrieval into the generative process. Unlike traditional models that depend solely on pre-trained data, RAG [...]

Retrieval-Augmented Generation (RAG) for Foundation Model CustomizationNestor Mayagma Jr.2024-12-02T06:01:45+00:00

Security in AWS Data Engineering: Best Practices and Strategies
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Security in AWS Data Engineering: Best Practices and Strategies

Kayne Rodrigo2024-11-29T00:42:48+00:00

Bookmarks The AWS Shared Responsibility Model Use AWS Data Encryption Use Identity and Access Management (IAM) Implement Network Security Monitoring and Logging Compliance Standards Data Governance Secure Data Storage Backup and Disaster Recovery Automating Security Practices Conclusion: Proactive Security Measures for Data Engineers References In today's world of Cloud Computing, data engineering security and compliance are very important for companies that manage sensitive information. Data engineers that are using Amazon Web Services (AWS) must protect their data while following regulatory standards. Many organizations now use [...]

Security in AWS Data Engineering: Best Practices and StrategiesKayne Rodrigo2024-11-29T00:42:48+00:00

Implementing IP Blocking and Unblocking Using AWS Lambda, Slack, and AWS Systems Manager
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Implementing IP Blocking and Unblocking Using AWS Lambda, Slack, and AWS Systems Manager

Ace Kenneth Batacandulo2024-11-04T09:25:13+00:00

Blocking IP addresses is a crucial security measure for protecting an organization's infrastructure from various cyber threats, including DDoS attacks, brute-force login attempts, and unauthorized access. By blocking malicious or suspicious IPs, organizations can prevent system compromise, reduce unwanted traffic, and ensure that only trusted networks access critical resources. This helps maintain the performance and stability of the systems while ensuring compliance with security policies. Automating IP blocking using AWS Lambda and AWS Systems Manager (SSM) allows for a quick and efficient response to threats, securing environments with minimal manual intervention. Managing IP access is an essential aspect of securing [...]

Implementing IP Blocking and Unblocking Using AWS Lambda, Slack, and AWS Systems ManagerAce Kenneth Batacandulo2024-11-04T09:25:13+00:00