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Projects in Awesome Lists by safwanshamsir99

A curated list of projects in awesome lists by safwanshamsir99 .

https://github.com/safwanshamsir99/dust-detection-cnn

Dust detection on solar photovoltaics panel using pre-trained CNN models

computer-vision efficientnetb0 resnet50 solar-panels vgg16

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/aws_deployment_dockerhub

Repo to serve an end-to-end deployment of RESTful API on AWS Cloud services (AWS ECS for serverless, AWS EC2 for server)

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/bitbucket-pipelines

This repo serves as a demonstration purpose of the usage of BitBucket Pipeline by automating the unit testing using PyTest

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/web-scraping-projects

Contains list of websites I have scraped.

beautifulsoup4 pandas python selenium-python

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/heart-attack-prediction

Trained more than 300 data to predict the Cardiovascular Disease (CVD)

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/webqlo-data-science-assessment

Data Science Assessment from Webqlo

json python-dictionary

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/rice-grain-classifier

Rice grain classifier and quality checking using simple machine learning models, basic CNN models, MobileNetV2, OpenCV package.

convolutional-neural-networks mobilenetv2 opencv-python streamlit

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/sentiment-analysis

Trained over 60,000 IMDB rating to categorize positive and negative review

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/fastapi

Learning repositories for FastAPI

fastapi github-actions restful-api

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/breast-cancer-prediction

Trained more than 500 data to classify into 2 categories namely Benign and Malignant.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/decoris_chatbot

Decoris chatbot (chat-gpt) with Langchain dataframe connector.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/pdf-chatbot-using-llm

PDF chatbot using Langchain, OpenAI API, HuggingFace embeddings, FAISS and Streamlit

chatbot faiss langchain llms openai-api streamlit-webapp

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/invoke-data-scientist-assessment

My answer for INVOKE Data Scientist Coding Assessment

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/solar-power-prediction-r

Trained Random Forest model using R programming language for two problems; regression and classification based on the solar power generation that was compiled by Ph.D. candidate Alexandra Constantin.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/bbc-news-lstm-nlp

Trained over 2,000 BBC News to categorize unseen articles into 5 categories namely Sport, Tech, Business, Entertainment and Politics.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/customer-campaign-prediction

Trained over 30,000 data to predict the outcome of the subscription by customer.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/covid19-symptoms-prediction

Trained more than 5000 data to categorize either the patient is positive in the result of Covid-19 or not.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/covid-19-lstm-prediction

Trained nearly 700 official data provided by Ministry of Health Malaysia to forecast Covid-19 cases.

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/github-actions

Learning repositories for github actions

docker github-actions

Last synced: 14 Dec 2024

https://github.com/safwanshamsir99/docker-deployment-restapi-using-r

Learning repositories for deployment of R functions as a RESTful API using Docker

dockerfile plumber-api r rest-api

Last synced: 03 Dec 2024