How to build an app using Dash, Plotly and Python and deploy it to AWS

How to Build, Run and Upload your Docker image on Docker Hub

Why Docker?

Simplify your PyTorch code with PyTorch Lightning

Inference your own NLP trained-model on AWS SageMaker with PyTorchModel or HuggingeFaceModel

Deploy your Instance Segmentation Model using AWS Sagemaker (Part 1)

Flask Blueprints Tutorial

Blueprints and Views

Detectron2 config, optimizer, lr_scheduler (Part 1)

Inference your Object Detection Transformer (DETR) custom trained model on AWS Sagemaker using PyTorchModel Library

Setup Custom AWS lambda (λ) function dependencies using Docker containers

How to configure AWS EBS to handle large files

What if you want to setup a model on AWS Sagemaker that is able to handle large…