Using Nova model in AWS Bedrock for language translation

How to use Nova foundational model in Bedrock for language translation
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Invoke a SageMaker Inference endpoint using Lambda

How to invoke a SageMaker Inference endpoint using Lambda
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Deploy Triton Server for inference using SageMaker AI Inference

How to deploy a Triton Server for inference on SageMaker AI Inference
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Applying Application Autoscaling with Step Scaling for ECS service

How to apply application autoscaling using Step Scaling policy for a flask service on ECS
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Applying Application Autoscaling with Target Tracking policy for ECS service

How to apply application autoscaling using Target Tracking policy for a flask service on ECS
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Applying Event Metric Filter logging for flask application

How to apply EMF to cloudwatch logs for a flask application
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Centralized logging for flask application

How to use centralize logging in a flask application
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Using Docker with Flask with autoreload and sync

How to use Docker with Flask for local and deployment
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Testing Flask webapp with login user

How to test a logged in user in functional tests in Flask
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Developing a Flask python web app on ElasticBeanstalk

Developing and testing python Flask application with ElasticBeanstalk
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Trying out the Template Design pattern

Overview of the Template Design Pattern
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Review of paper 'An Image is Worth More Than 16x16 Patches'

Review of paper 'An Image is Worth More Than 16x16 Patches' and introduction to the pixel transformer.
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August 30, 2024 machine-learning computer-vision python

Revisiting the Strategy design pattern

Review of the Strategy design pattern using python typing
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Intro to python protocol

Short introduction to python protocol
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Database migrations with FastAPI on ECS

Database migrations with FastAPI on ECS
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Using RDS Proxy with FastAPI

Using RDS Proxy with FastAPI
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June 24, 2024 python fastapi rds proxy

Using single dispatch in python

How to use single dispatch in python
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June 12, 2024 python single-dispatch

On developing AWS Lambda functions locally

An automated approach to developing and testing AWS lambda functions locally
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March 11, 2024 aws python lambda docker docker-compose reactjs

Using the Command design pattern

Using the Command design pattern in refactoring python code
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November 28, 2023 python design-pattern command

Using the Strategy design pattern

Using the Strategy design pattern in refactoring python code
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November 21, 2023 python design-pattern strategy

Learning about Transformers with semantic segmentation

Learning about transformers by training a segformer model
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July 1, 2023 machine-learning python pytorch google-colab segformer transformer

Testing ElasticSearch with pytest

How to test elasticsearch document models in python with mocking
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January 8, 2021 python elasticsearch pytest