Popular GitHub Repositories for Ec418

Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Fully automated provisioning of AWS EC2 Spot Instances for Deep Learning workloads using Terraform.

Pipeline training and inference Anomalib models UI in Anomaly Detection

How to run Stable Diffusion Automatic1111 WebUI on AWS EC2 instance

How to build and deploy an anonymization API with FastAPI and SpaCy

A user-friendly Command-line/SDK tool that makes it quickly and easier to deploy open-source LLMs on AWS

2019 AWS Certified Machine Learning – Study Notes

Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch

Relation Classificaton based on information enhanced BERT

An end-to-end predictive maintenance application using machine learning to enhance industrial efficiency. This project employs robust modular architecture and advanced MLOps practices, including Docker and AWS for scalable, real-time maintenance predictions.

Real Time Twitter Sentiment Analysis Product

WebApp to bring together Text Summarization and Sentiment Analysis of the stock related news to better understand the stock price trends.

install ollama with deepseek on ec2 by cloudfromation

This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transitioning to production followed by deployment into cloud instance via CI/CD

KYC-Website is a web application designed to authenticate customers by utilizing their valid government-issued ID. It leverages machine learning techniques to match the user's real-time face with the information provided on the ID card, including details such as date of birth and gender.

This project employs advanced natural language processing and machine learning to analyze Amazon reviews, predicting sentiment shifts. It assists users and businesses in understanding and anticipating public perceptions of products, guiding development, and enhancing decision-making within the e-commerce landscape.

Deployi is your all-in-one platform to deploy, manage, and scale any kind of application effortlessly. Whether you're deploying a simple web app or a complex microservices architecture, Deployi handles it all with speed, security, and flexibility

Create an AWS EC2 GPU Spot Instance to Run Automatic1111 Stable Diffusion WebUI as well as the ControlNet and DreamBooth extensions using Terraform

deploy whsiper on aws