aws-sagemaker
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Making a Sentiment Analisys Prediction using AWS SageMaker ML/AI package models.
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Dec 11, 2022 - JavaScript
It contains the reward function and model generated that used in battle-of-schools March 2020 at RIT
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Jun 16, 2020 - Python
Repository for submission to the AWS Marketplace Developer Challenge
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May 22, 2023 - Jupyter Notebook
AWS SageMaker Tutorials
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Jun 25, 2020 - Jupyter Notebook
Code and files for deploying a plagiarism detector using AWS SageMaker
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Apr 7, 2020 - Jupyter Notebook
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Dec 15, 2023 - Jupyter Notebook
Solution for Kaggle competition "Bike Sharing Demand". The solution using AutoGluon's Tabular Predictor provides a good overview of which model to choose as the base model for this problem.
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May 11, 2024 - Jupyter Notebook
Distributed Deep Reinforcement Learning in an HPC system and deployment to the Cloud
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Sep 30, 2021 - Python
Completed dialogue summarization task using Generative AI. Utilized FLAN-T5 Large Language Model using Hugging Face Transformers and experimented with zero-shot, one-shot, and few-shot inference. Performed PEFT fine-tuning to improve inferences and used ROUGE metrics for evaluation and reinforcement learning to generate more positive summaries.
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Aug 23, 2023 - Jupyter Notebook
This repository contains my Rock Paper Scissor Classification App Project. It has been programmed using Kotlin and it uses AWS Sagemaker as a backend service to perform inference.
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Nov 16, 2020 - Kotlin
A deployed RNN performing sentiment analysis on movie reviews complete with publicly accessible API and a simple web page which interacts with the deployed endpoint.
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Sep 18, 2020 - HTML
An end-to-end plagiarism classification model deployed in AWS SageMaker.
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Sep 26, 2020 - Jupyter Notebook
A model that predicts an individual's insurance charges.
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Dec 8, 2022 - Jupyter Notebook
Capstone Project for the AWS Machine Learning Engineer Nanodegree.
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Jul 12, 2023 - Jupyter Notebook
In this project I created an Aurora PostgreSQL database instance, integrating with Amazon Comprehend for sentiment analysis, and analyzing sentiments of records in the database table.
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Mar 28, 2023
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Feb 9, 2024 - Jupyter Notebook
In this project, I have built a Sentiment Analysis Model on PyTorch to predict sentiment of movie reviews. This model has been deployed as a web app using AWS Sagemaker.
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Jul 11, 2020 - Jupyter Notebook
Code and associated files created or filled in, used in my learning during the Machine Learning Engineer Udacity Nanodegree Program
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Oct 4, 2020 - Jupyter Notebook
ML: Sentiment Analysis using AWS Sagemaker Deployment
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Jun 25, 2021 - Jupyter Notebook
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