sagemaker-deployment

MyMacroChef

fruits-classfication

Fruit classification tensorflow

sentiment-analysis-for-film-review

A Notebook that allows you to determine the sentiment of a reviewer on a movie based on the rewiew that he wrote.

Machine-Learning-On-AWS

Machine Learning on AWS using various methods/examples

sentiment-analysis-sagemaker

Deployment of sentiment analysis model using Amazon sagemaker

deploying-a-sentiment-analysis-model

A recurrent neural network deployed on SageMaker for determining the sentiment of a movie review

sagemaker-deployement-Sentiment-Analysis-of-Movie-Reviews

Udacity DLND Project

SageMaker-Project

A part of Udacity Deep Learning Nanodegree Project

DL_Deploying_Sentimental_Model

Project from Deep Learning Nanodegree - Udacity

bulding-domain-expert-model-on-aws-sagemaker

This repo hosts a proof-of-concept (poc) development for a domain expert model using the aws sagemaker meta llama 2 7B foundation model.

Finance-Domain-Expert-LLM-Model

Proof of concept (POC) for a domain expert model: This model will be trained on a dataset of domain-specific knowledge in finance.

MLOps-Pipeline

This project deploys a pre-trained GPT-2 language model on Amazon SageMaker using Hugging Face Transformers. It encompasses model download, S3 upload, SageMaker deployment, Lambda function integration, and API Gateway setup. Dedicated scripts manage these tasks, supported by a CI/CD pipeline for efficient deployment.

sagemaker-domain-disaster-recovery

SageMaker Domain (SageMaker Classic) Disaster Recovery

sagemaker-mme-gpu-triton-java-client

Run Multiple Models on the Same GPU with Amazon SageMaker Multi-Model Endpoints Powered by NVIDIA Triton Inference Server. A Java client is also provided.

bike-rental-timeseries-forcasting-on-AWS-DeepAR

The Amazon SageMaker DeepAR forecasting algorithm is a supervised learning algorithm for forecasting scalar (one-dimensional) time series using recurrent neural networks (RNN).When your dataset contains hundreds of related time series, DeepAR outperforms the standard ARIMA and ETS methods. You can also use the trained model to generate forecasts for new time series that are similar to the ones it has been trained on.

bitcoin-price-oracle

Bitcoin Price Prediction Oracle made with AWS DeepAR

aws-ml-classification-task

This notebook demonstrates how to leverage transfer learning to use your own image dataset to build and train an image classification model using MXNet and Amazon SageMaker.

Sentiment-SageMaker-K8s-Operators

An update to date SageMaker Version 2 Machine Learning endpoint building and connection with Kubernetes cluster backend with SageMaker Kubernetes Operators

Project-Plagiarism-Detector

A Notebook that allows you to check if a document is plagiarize from a known original source document.

UDACITY-ML-Engineer-Nanodegree-Project

As part of the ML Engineering course from Udacity, I used AWS SageMaker and S3 resources to develop a price forecaster for stocks.

plagiarism-detector

Udacity project to build a plagiarism detector that examines a text file and performs binary classification. Classification models used are Linear Learner, Random Forest Classfier and Neural Network, which are trained and deployed on AWS Sagemaker. The text file is labeled as either plagiarized or not, depending on how similar that text file is to a provided source text.

SageMaker-Deployment

The repository contains projects and tutorials completed as a part of Udacity Machine Learning Engineer Nanodegree

Rainfall-Prediction

Predict rainfall based on given parameters. Includes data preprocessing, feature selection, modelling using sagemaker.

sentiment-analysis-sagemaker-deployment

Sentiment Analysis Model Deployment Using Amazon SageMaker

Deploying-a-Sentiment-Analysis-Model-on-Amazon-Sagemaker

Deploying-a-Sentiment-Analysis-Model-on-Amazon-Sagemaker using Pytorch

Machine-Learning-Engineer-Udacity

Udacity Nanodegree Exercises and Projects

plagiarism_detector_sagemaker

Plagiarism Detector using AWS Sagemaker

bert-deployment-aws

Code for the FullStack AI Live Coding Series- Part 3 (CellStrat AI Lab)

Natural-Language-Processing

The repository for NLP projects like Sentiment Analysis, Part of Speech, Topic Modeling, Machine Translation, Chatbox, DNN speech Recognizer etc.

plagiarism-detection

Contains solution for plagiarism detection project (2nd project of ml nanodegree udacity) .Uses two features contaiment and longest common subsequence to identify plagiarism.

aws-deployment

This is the solution for the project -1 (AWS Deployment) that I developed for machine learning Nanodegree. It contains code for deploying a sentiment analysis model from imdb dataset on AWS Sagemaker.

sentiment-analysis-sagemaker-deployment

In this project we will construct a recurrent neural network for the purpose of determining the sentiment of a movie review using the IMDB data set. we will create this model using Amazon's SageMaker service. In addition, we will deploy our model and construct a simple web app which will interact with the deployed model.

Sentiment-Analysis

Sentiment Analysis on movie reviews

HuggingFaceModelDeployment_AWS_Sagemaker

This project is about deploying HuggingFace model(distilbert-base-uncased-distilled-squad) on AWS sagemaker for the task of question Answering. The model is configured ,IAM role is created for permissions to create endpoint and the model is deployed to Sagemaker Inference.

Notebook

Credit Card Fraud Detection Model with an accuracy of 91.24%.Uses AWS for training and tuning.