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awesome-mlops

A curated list of references for MLOps

climate-and-air-quality

DSI-38 Project 1 – Explored Singapore’s climate data (temperature, rainfall) and its relationship with air pollutants and air quality.

datascience-vs-dataengineering-nlp

DSI-38 Project 3 – NLP classification and sentiment analysis of comments from a discussion channel, to guide a tech education company's business strategy.

dengue-cases-prediction

DSI-38 Project 4 – Developed a dengue prediction model involving a 12-week prediction window, and subsequently performing Cost-Benefit Analysis of Wolbachia Implementation

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

glorianeo.github.io

A minimalist, responsive portfolio theme for Jekyll with Bootstrap

ip-adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

linkedin_de-aws-1

Data Engineering with AWS Part 1

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

ml-ds-folder-reference

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

sgsl-sign-language-recognition

DSI-38 Capstone Project - A computer vision project exploring image classification and object detection to perform alphabet-level sign interpretation.

singapore-housing-price-prediction

DSI-38 Project 2 – Developed a regression model for HDB resale prices based on various features relating to the property. Based on the Singapore Housing Dataset on Kaggle.

sparrow

Data extraction from documents with ML

streamlit