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Batch Data Ingestion Simplified in AWS

2023-12-12T00:40:18+00:00

Today's tech industry is dominated by Big Data and Cloud Computing. It is crucial for companies and organizations to efficiently manage large volumes of data. To address this important need, AWS offers robust solutions for handling these chunks of large data, particularly through batch data ingestion. This process involves collecting and importing bulk or big data into storage or other processing systems at regular intervals or specific events. Batch data ingestion is crucial for scenarios where immediate or real-time processing is not necessary, allowing for efficient resource utilization. Batch data ingestion in AWS is not only efficient and cost-effective but [...]

Batch Data Ingestion Simplified in AWS2023-12-12T00:40:18+00:00

Amazon AI Fairness and Explainability with Amazon SageMaker Clarify

2023-12-02T01:24:03+00:00

Introduction In the rapidly evolving domain of machine learning, ensuring fairness and explainability in model predictions has become crucial. With Amazon SageMaker Clarify, these critical aspects are not just an afterthought but integral components of the model development and deployment process. This article delves into the world of SageMaker Clarify, offering a comprehensive guide to its capabilities and practical applications. We commence our journey with a high-level understanding of what SageMaker Clarify is and its importance in the day-to-day tasks of machine learning modeling. Our exploration is anchored in a hands-on example, utilizing a specially crafted dataset that simulates loan [...]

Amazon AI Fairness and Explainability with Amazon SageMaker Clarify2023-12-02T01:24:03+00:00

A Compact Guide to Building Your First DAG with Amazon Managed Workflows for Apache Airflow

2023-11-30T05:46:03+00:00

In the vast realm of data processing, orchestrating workflows becomes crucial to ensure tasks run efficiently and reliably. Apache Airflow has revolutionized this aspect, providing a flexible platform to define, schedule, and monitor workflows. Combining this with Amazon's managed service, we can supercharge our workflow setup without the overhead of manual maintenance. In this guide, we dive deep into constructing your first Directed Acyclic Graph (DAG) using Apache Airflow, elucidating each component and step involved. Directed Acyclic Graph (DAG) At its core, a DAG is a collection of vertices and edges, where each edge has a direction, and there are [...]

A Compact Guide to Building Your First DAG with Amazon Managed Workflows for Apache Airflow2023-11-30T05:46:03+00:00

AWS Cloud Adoption Framework – AWS CAF

2025-11-11T16:16:52+00:00

Bookmarks What is the Cloud Adoption Framework? The Perspectives of the AWS Cloud Adoption Framework Capabilities of AWS CAF AWS CAF Use Cases Benefits of Using AWS CAF What is the AWS Cloud Adoption Framework? The AWS Cloud Adoption Framework, or AWS CAF for short, is simply a framework provided by AWS to assist you in adopting cloud computing for your enterprise infrastructure. It is a framework that contains various perspectives that are based on years of extensive experience and best practices in AWS. This can help you [...]

AWS Cloud Adoption Framework – AWS CAF2025-11-11T16:16:52+00:00

Managing AWS Organizations and Accounts with AWS Control Tower

2023-08-10T00:32:54+00:00

Introduction As organizations embrace the power of the cloud and scale their operations on Amazon Web Services (AWS), managing multiple AWS accounts can become a complex and daunting task. Challenges such as decentralized governance, inconsistent security controls, and manual provisioning processes can hinder an organization's ability to harness the full potential of AWS. To address these issues, AWS Control Tower steps in as a comprehensive solution that streamlines multi-account management and governance within AWS Organizations. AWS Control Tower provides a centralized, secure, and automated approach to managing AWS accounts, enabling organizations to maintain control and compliance across their entire AWS [...]

Managing AWS Organizations and Accounts with AWS Control Tower2023-08-10T00:32:54+00:00

AWS Lambda Response Streaming Demo

2023-07-13T20:17:08+00:00

Introduction Response streaming is a new invocation method that enables your functions to progressively stream response payloads back to the clients. Instead of waiting for the entire data to be ready, your applications can now receive chunks of data as soon as they become available. This means faster loading times and a more responsive user experience. Response Streaming vs. Non-Streaming (Buffering) To quickly get an idea of how it works, we need to see it in action. Below, we show two functions that have the simple task of displaying a message in HTML. The non-streaming function introduces a delay of [...]

AWS Lambda Response Streaming Demo2023-07-13T20:17:08+00:00

CloudFront Function URL

2023-07-10T21:58:49+00:00

Introduction CloudFront Functions is a feature of Amazon CloudFront that enables developers to deploy and run lightweight JavaScript functions at AWS’s global edge locations closer to the end-users. This functionality facilitates high scalability and low latency and simplifies operations by allowing developers to run code that customizes the content delivered through CloudFront.  When to Use CloudFront Functions?  CloudFront Functions is ideal for simple tasks requiring high request rates and low latency.  These tasks can include a range of activities. Modifying Cache-keys: CloudFront allows you to change certain parts of your HTTP request (like the URL, headers, cookies, and query strings) [...]

CloudFront Function URL2023-07-10T21:58:49+00:00

Building Serverless APIs with AWS API Gateway and AWS Lambda

2023-08-11T19:49:27+00:00

Are you looking to create robust and scalable APIs without dealing with infrastructure management? In this article, we'll look at how to use AWS Lambda and AWS API Gateway to create serverless APIs. You may build APIs that automatically grow, are simple to manage, and offer a seamless user experience by using these services. Your APIs' front door is AWS API Gateway, and AWS Lambda handles the backend computation. Using this integration, you can create reliable and adaptable APIs without worrying about managing infrastructure or servers. Let's examine the relationship between Lambda and API Gateway in more detail. Two ways [...]

Building Serverless APIs with AWS API Gateway and AWS Lambda2023-08-11T19:49:27+00:00

Lightning-Fast Static Website with Amazon S3 and CloudFront with Origin Access Control (OAC)

2023-07-03T11:41:43+00:00

Harnessing the power of Amazon S3 and CloudFront, with the added advantage of Origin Access Control (OAC), offers many benefits for hosting a static website. With Amazon S3's reliable and scalable storage, with CloudFront's global content delivery network, a website can provide lightning-fast access to users worldwide. Implementing OAC adds an essential layer of security that prevents direct access to the S3 bucket, mitigating potential security risks. OAC is also empowered with fine-grained control over access permissions, enabling us to define specific rules and restrictions. In this step-by-step guide, we will delve into the seamless integration of Amazon S3, CloudFront, [...]

Lightning-Fast Static Website with Amazon S3 and CloudFront with Origin Access Control (OAC)2023-07-03T11:41:43+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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