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Building Code-Free GenerativeAI Apps with PartyRock

2023-12-05T00:19:12+00:00

What is PartyRock? It has been two weeks since Amazon announced PartyRock, an Amazon Bedrock Playground. It comes with the tagline “Everyone can build AI apps”. According to Amazon President and CEO, Andy Jassy, it was just an internal tool created by AWS developers to experiment with Foundation Models from Amazon Bedrock. The name PartyRock was in reference to it being a fun and collaborative way to experience Amazon Bedrock. I joined the party and played around with PartyRock to see what all the fuss was about, and it literally took me less than five minutes to create my first [...]

Building Code-Free GenerativeAI Apps with PartyRock2023-12-05T00:19:12+00:00

Automating Binary Classification Model Building with Amazon SageMaker Autopilot

2023-11-30T10:07:06+00:00

Introduction In the ever-evolving world of machine learning, binary classification stands out as one of the most fundamental and widely used techniques. At its core, binary classification involves categorizing data into one of two groups based on certain features. This method is crucial in various applications, such as spam detection, medical diagnosis, and customer churn prediction. However, building an effective binary classification model can be a complex and time-consuming process, requiring extensive knowledge in data preprocessing, feature engineering, model selection, and optimization. Enter Amazon SageMaker Autopilot – a powerful service designed to automate the process of building, training, and tuning [...]

Automating Binary Classification Model Building with Amazon SageMaker Autopilot2023-11-30T10:07:06+00:00

Enhancing S3 Bucket Security by Prohibiting Uploads of Unencrypted Objects

2023-05-22T01:34:06+00:00

Amazon S3 is a widely used object storage service that allows users to store and retrieve large amounts of data. S3 is known for its scalability, durability, and cost-effectiveness, making it an ideal choice for many organizations. However, as with any cloud-based service, security is a crucial concern. One way to enhance the security of S3 buckets is by prohibiting the upload of unencrypted objects. In this article, we will explore why this is important and how it can be implemented. Why Prohibit Uploads of Unencrypted Objects? Unencrypted objects in S3 buckets can be vulnerable to data breaches, which can [...]

Enhancing S3 Bucket Security by Prohibiting Uploads of Unencrypted Objects2023-05-22T01:34:06+00:00

Using Origin Access Control (OAC) to Secure S3 Object Access to CloudFront

2023-04-26T07:50:35+00:00

What is Amazon S3 Object Access? Amazon S3 is one of the most popular AWS service organizations use, as it offers industry-leading scalability, data availability, security, and performance for object storage. S3 is utilized to store and protect any amount of data for a range of use cases, such as data lakes, websites, mobile applications, backup and restore, archive, enterprise applications, IoT devices, and big data analytics. One of the frequent use cases of Amazon S3 is for storing static media content. It works well together with CloudFront distribution, especially if the content needs to be delivered around the world. [...]

Using Origin Access Control (OAC) to Secure S3 Object Access to CloudFront2023-04-26T07:50:35+00:00

Retrieving Parameter Values from SSM Parameter Store through AWS Lambda

2023-03-27T04:01:09+00:00

In today's world, serverless computing is gaining popularity as it offers technologies for running code, managing data, and integrating applications, all without managing servers. It eliminates the infrastructure management tasks so developers can focus on application development. One of the requirements of serverless development is storage for configuration data management and secrets management. Developers need to store data such as passwords, database strings, etc., at some point. Luckily, Parameter Store, a capability of AWS Systems Manager, provides secure, hierarchical storage for configuration data management and secrets management that works well in serverless development. Developers can store values as plain text [...]

Retrieving Parameter Values from SSM Parameter Store through AWS Lambda2023-03-27T04:01:09+00:00

Secure EC2 Instances Connections Leveraging Session Manager

2023-03-20T01:27:23+00:00

As more workloads are being migrated to the cloud, security should always be a top priority. Some organizations fail to consider security and therefore paid the price of having their workloads compromised. For example, an EC2 instance that has its SSH inbound port open to the world, therefore, providing unrestricted access to attackers globally. Luckily, AWS has a service that allows you to connect to your EC2 instances without opening any inbound port, eliminating this particular security risk, and that is AWS Systems Manager Session Manager. Session Manager is a fully managed AWS Systems Manager capability. You can use an [...]

Secure EC2 Instances Connections Leveraging Session Manager2023-03-20T01:27:23+00:00

Benefits of Being AWS Certified

2023-05-23T08:43:28+00:00

Have you ever heard of AWS Certifications? Are you wondering if it is beneficial to get one? Is an AWS certification enough to land a cloud-related job? These are typical questions that aspirants ask and wonder if it’s favorable to commit to studying. For this article, we will discuss the benefits of being AWS certified and whether it’s worth it to invest time and effort. Let’s get started. Amazon Web Services (AWS) is the world’s most comprehensive, broadly adopted, and leading cloud platform that offers the most functionality than any other cloud provider. It has the largest community of customers [...]

Benefits of Being AWS Certified2023-05-23T08:43:28+00:00

What Is The AWS Community Builders Program And How To Apply

2023-04-26T07:57:39+00:00

Are you passionate about creating technical content like blog posts, videos, etc., especially in Amazon Web Services (AWS)? Ever heard of AWS Community Builders Program? You might be interested in becoming an AWS Community Builder. In this article, we will discuss what AWS Community Builders Program is about, its benefits, and how to apply to become an AWS Community Builder. So what is AWS Community Builders Program? AWS Community Builders Program is an initiative by AWS that aims to encourage technical enthusiasts and emerging thought leaders to share knowledge and connect to the technical community by providing education, networking opportunities, [...]

What Is The AWS Community Builders Program And How To Apply2023-04-26T07:57:39+00:00

Amazon DocumentDB

2023-06-23T06:21:29+00:00

Bookmarks How it Works Performance Scaling Reliability Backup and Restore Security Pricing Limitations Amazon DocumentDB Cheat Sheet Fully managed document database service designed to be fast, scalable, and highly available. Data is stored in JSON-like documents. Compatible with MongoDb. Flexible schema and indexing. Commonly used for content management, user profiles, and real-time big data. How it Works   An Amazon DocumentDB cluster decouples storage and compute. A cluster consists of Cluster volume and Instances Cluster volume refers to the storage layer that spans multiple Availability Zones. Each Availability Zone [...]

Amazon DocumentDB2023-06-23T06:21:29+00:00

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