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In this post, I introduce you to the new access token customization feature for Amazon Cognito user pools and show you how to use it... Access token customization is included in the advanced security features (ASF) of Amazon Cognito... What is access token customization? When a user signs in to your app, Amazon Cognito verifies their sign-in information, and if the user is authenticated succes...

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Their revenue relies primarily on in-game ads and transactions driven by a large, engaged, and consistent player base... Besides requiring robust infrastructure and backend systems to handle the scale of incoming players, F2P games also require a continual funnel of new players, along with engaging gameplay and experiences that entice players to return regularly... Importance of player retentio...

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The training pipeline requires video preprocessing and hand labeling of images with Amazon SageMaker Ground Truth... To avoid searching the entire image frame for the ball, it’s possible to take advantage of correlations between player pose and ball location... An important component of this process was manually labeling a set of images using SageMaker Ground Truth... We use four different lab...

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In this blog post, we delve into using Amazon Web Services (AWS) data protection services such as Amazon Secrets Manager, AWS Key Management Service (AWS KMS), and AWS Certificate Manager (ACM) to help fortify both the security of the pipeline and security in the pipeline... We also provide practical insights by demonstrating the implementation of these services within a DevOps pipeline for a thre...

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The large machine learning (ML) model development lifecycle requires a scalable model release process similar to that of software development... Model developers often work together in developing ML models and require a robust MLOps platform to work in... A scalable MLOps platform needs to include a process for handling the workflow of ML model registry, approval, and promotion to the next envir...

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Outside of work, he enjoys making electronic music in his home studio and spending quality time with his family... When not staring at a computer screen, he is probably staring at another screen, either watching TV or playing video games with his family... Cedar supports schema declaration for the structure of entity types in those policies and policy validation with that schema... In this post,...