fsoaresantos Goto Github PK

cnn-from-scratch-with-pytorch-and-argparser

dlnotebooks

INACTIVE - please go to https://gitlab.com/juliensimon/dlnotebooks

finetuning-a-custom-image-classification-model-using-a-custom-dataset-and-pytorch-in-aws-sagemaker

finetuning-resnet18-with-google-colab

image-classification-using-aws-sagemaker-udacty-proj3

k-means-and-k-medoids-clustering-with-r

k-means and k-medoids clustering methods for two-dimensional data using R

open-hf-spaces-in-studiolab

project1-predict-bike-sharing-demand-with-autogluon

project2-build-a-ml-workflow-for-scones-unlimited-on-amazon-sagemaker

The project use a sample dataset called CIFAR to simulate an image classification model. I deploy and monitor a machine learning workflow for Image Classification using AWS resources such as, sagemaker and boto3 SDKs, image-classification built-in algorithm, Lambda functions and Step Function Workflow, and SageMaker model monitor and endpoint. The CIFAR dataset is open source and can be downloaded at: https://www.cs.toronto.edu/~kriz/cifar-100-python.tar.gz

pytorch-tensors---medium

notebook addendum to medium article on PyTorch tensors

udacity-bikesharingdemand

udacity-developingmlworkflow

udacity-nd009t-c2-developing-ml-workflow

working-with-aws-s3-buckets-using-python-boto3

yoga-pose-icp-profiler-reports

html page for model debugging

yoga-pose-image-classification-project