Xgboost-PyTorch Models on MNIST with K8s SageMaker Operators
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Updated
Aug 10, 2021 - Jupyter Notebook
Xgboost-PyTorch Models on MNIST with K8s SageMaker Operators
Deploying sentiment analysis model with Sagemaker trained on the IMDB dataset using LSTM in PyTorch
An update to date SageMaker Version 2 Machine Learning endpoint building and connection with Kubernetes cluster backend with SageMaker Kubernetes Operators
A repo for creating Sagemaker jobs
Using SageMaker to deploy the semtiment analysis web app
PyTorch Forecasting SageMaker Examples
A repo containing end to end sagemaker mlops pipeline for model building
a simple end-to-end web page which a user can use to enter a movie review. The web page will then send the review off to a deployed model which will predict the sentiment of the entered review. The model is trained using a custom RNN pytorch code
Deploying a PyTorch model using AWS SageMaker
In this project, I was tasked with building a plagiarism detector that examines a text file and performs binary classification; labelling that file as either plagiarized or not, depending on how similar that text file is to a provided source text. Detecting plagiarism is an active area of research; the task is non-trivial and the differences bet…
A pointer to video lectures I gave as a teaching assistant for graduate level Applied Machine Learning
Example Python smaples for running your local code as a SageMaker training job using @Remote decorator
ResNet-34 Model trained from scratch to classify 450 different species of birds with 98.6% accuracy.
Contains solution for plagiarism detection project (2nd project of ml nanodegree udacity) .Uses two features contaiment and longest common subsequence to identify plagiarism.
3D Pointclouds annotation and Instance segmentation for plant phenotyping
Deploy Stable Diffusion Model on Amazon SageMaker Endpont
Detect Defects in Products from their Images using Amazon SageMaker
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