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Cloud Computing

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Vertex AI by Google Cloud: Unlocking the Power of AI for Businesses

2025-04-24T08:02:45+00:00

As artificial intelligence continues to evolve, various platforms and tools are emerging to help businesses harness its full potential. From self-learning algorithms to intelligent automation, AI is transforming industries across the globe. One of the most powerful and versatile platforms available today is Vertex AI, offered by Google Cloud. Whether you're a data scientist, developer, or business leader, the range of AI tools and services provided by Vertex AI can help accelerate innovation and streamline operations. In this article, we will take a deep dive into what Vertex AI is, its key features, and how it can be a game-changer [...]

Vertex AI by Google Cloud: Unlocking the Power of AI for Businesses2025-04-24T08:02:45+00:00

Google AgentSpace: Redefining Enterprise Automation with AI

2025-04-24T03:10:38+00:00

Enterprise automation has evolved significantly over time, driven by the increasing demand for intelligent, scalable, and efficient solutions. While traditional automation tools—including advanced large language models (LLMs)—can generate suggestions or compose responses, their capabilities often stop at that stage. However, as the digital landscape rapidly advances, companies need more than recommendations; they require systems that can take action. This is where AI agents excel. Unlike LLMs, which focus on content creation and evaluation, AI agents function as autonomous operators. They do more than recommend the next step—they execute it. Whether running workflows, making real-time decisions, adapting to changing environments, or [...]

Google AgentSpace: Redefining Enterprise Automation with AI2025-04-24T03:10:38+00:00

AZ-204: Microsoft Azure Developer Associate Exam Study Guide

2025-04-17T07:53:47+00:00

Bookmarks Study Materials Azure Services to Focus On Validate Your Knowledge Final Remarks The AZ-204 Microsoft Azure Developer Associate certification exam is tailored for people overseeing various development stages. This includes tasks such as gathering requirements, designing, developing, deploying, securing, maintaining, optimizing, and monitoring applications and services. Candidates for this certification are expected to be skilled in using Azure SDKs, managing data storage solutions, establishing data connections, and integrating APIs. They should also demonstrate expertise in authenticating and authorizing applications, deploying compute and container resources, and troubleshooting applications within the Azure environment. Additionally, [...]

AZ-204: Microsoft Azure Developer Associate Exam Study Guide2025-04-17T07:53:47+00:00

Unleashing the Full Potential of AWS Lambda with Containers

2025-03-27T09:18:35+00:00

AWS Lambda has revolutionized serverless computing by allowing developers to run code without the hassle of provisioning and managing servers. However, even though AWS Lambda functions are powerful, they still come with limitations that significantly impact scalability, dependency management, and runtime flexibility. In this guide, we will explore the following: The limitations of traditional AWS Lambda and how Lambda Containers solve these issues. AWS-provided optimized container images A step-by-step tutorial how to build Lambda Containerized Functions Let's Dive in! The Challenges of Traditional AWS Lambda & How Containers Solve Them AWS Lambda does provide a lot of incredible benefits however, [...]

Unleashing the Full Potential of AWS Lambda with Containers2025-03-27T09:18:35+00:00

Streamline your SageMaker Environments using Terraform

2025-03-23T14:34:21+00:00

Bookmarks Advantages of using Terraform in SageMaker AI Disadvantages of using Terraform in SageMaker AI Solution Overview Solution The high-level steps to implement this solution with Terraform Pre-requisites for provisioning SageMaker AI Studio with Terraform Create the S3 Bucket and DynamoDB for Remote State Establish the Terraform Project Structure for your SageMaker AI Make the required IAM Resources. Put in place Storage Resources (S3) Build Network Infrastructure via VPC. Deploy your SageMaker AI Resources using Terraform. Make the Outputs. To delete your SageMaker AI with Terraform [...]

Streamline your SageMaker Environments using Terraform2025-03-23T14:34:21+00:00

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide

2025-03-19T07:29:05+00:00

In my previous article, I mentioned how you can use your application logs hosted on an Amazon Lightsail instance to create a subscription filter in Amazon CloudWatch. But have you ever wondered how to push your application logs from your Lightsail instance to CloudWatch? Unlike in the EC2 instance, which allows you to easily modify the IAM role and attach the CloudWatchAgentServerPolicy, Amazon Lightsail lacks this capability in its default configuration. Pushing application logs to Amazon CloudWatch is invaluable for maintaining a robust monitoring system. It allows you to track application performance, diagnose issues in real-time, and gain deeper insights [...]

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide2025-03-19T07:29:05+00:00

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update

2025-02-28T10:10:47+00:00

Keeping track of updates in your AWS Lambda function seems like an easy task, but it is actually time-consuming. Leaving your Lambda function unattended after deployment may incur risks in missing crucial updates that may affect its overall performance and functionality. And most of the time, you also do development tasks which might limit your attention to these Lambda functions. That's why you must be informed whenever an update is made to your Lambda function. Whether done by yourself or by your teammates and collaborators, being informed of these changes will help you maintain its efficiency, especially when diagnosing issues [...]

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update2025-02-28T10:10:47+00:00

The Evolving Landscape of Digital Dialogue: DeepSeek vs. ChatGPT

2025-02-26T07:11:43+00:00

In the sprawling digital age, where information spreads like a rapidly growing network, and the need for intelligent interaction grows significantly, artificial intelligence has stepped into the spotlight, transforming how we engage with technology and machines. DeepSeek and ChatGPT have emerged as important players in the field of natural language processing, each carving out their own specialty. These platforms, while sharing the common goal of facilitating human-computer interaction, differ significantly in their underlying architectures, training methodologies, and intended applications. Their influence spreads across a wide range of industries, including customer service, content creation, and research and development. Understanding their strengths [...]

The Evolving Landscape of Digital Dialogue: DeepSeek vs. ChatGPT2025-02-26T07:11:43+00:00

Creating a Self-Healing Mechanism for a Lightweight Website

2025-02-26T03:13:15+00:00

Downtime can be a major disruption for any website, but for lightweight websites like personal blogs or any type of static site, a simple restart of the instance might be all that's needed to resolve the issue. In this article, we'll walk through setting up a self-healing mechanism using AWS Lambda and Amazon EventBridge. This will automatically detect if your website is down, restart it, and send a notification to Slack. We'll also explore how Amazon CloudWatch can be used as a trigger for the Lambda function via a subscription filter and discuss some common causes of downtime or 5xx [...]

Creating a Self-Healing Mechanism for a Lightweight Website2025-02-26T03:13:15+00:00

DeepSeek in Amazon Bedrock: A Comprehensive Demo

2025-02-01T09:31:47+00:00

Bookmarks DeepSeek in Amazon Bedrock Workflow Overview DeepSeek in Amazon Bedrock Pre-requisites  Implementation Processes  As of January 2025, we’re seeing too much news about DeepSeek AI features in many media outlets, but how about implementing DeepSeek AI and AWS workloads? DeepSeek AI in Amazon Bedrock Anyone? Well, one of the most interesting NLPs that sparked this January 2025 is DeepSeek Multimodal AI. There are many that claim it has higher chances to exceed the top-level benchmark models, such as OpenAI, Anthropic, and many more. This is with the claim of being cost-effective and giving [...]

DeepSeek in Amazon Bedrock: A Comprehensive Demo2025-02-01T09:31:47+00:00

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