2022-machine-learning-specialization

advancedsqlpuzzles

Welcome to my GitHub repository. I hope you enjoy solving these puzzles as much as I have enjoyed creating them.

cat_dog

covid-19-detection-using-deep-learning

In this end to end project, we try to determine if the person has contracted COVID-19 disease by Machine Learning.The Deep Learning model predicts if a person has COVID-19 by taking in the Chest X-ray image as an input.The project has been hosted on heroku platform

data-science-interview-questions-answers

deakin-ai-challenge2022

The Deakin Simpsons challenge 2022 is a computer vision competition that is designed to provide students with the opportunity to work as team members, to compete with each other, and to enhance the student learning experience by improving their AI modeling, problem-solving, and team-working skills.

deakin-simpsons-challenge---2021

This repository contains my final submission for Deakin Simpsons Challenge - 2021.

deep-convolution-generative-adversarial-networks

This repository contains my ipynb notebook for implementing Deep Convolution Generative adversarial networks.We used MNIST images to train the DCGAN

dvc-ml-pipeline

In this repository, we build a DVC pipeline for a simple machine learning algorithm. The pipeline would load the data from a repository, split, train, and evaluate the data

dvc-pipeline

This repository is about implementing a sample Data version Control pipelines, which is a commonly used pipeline for Machine Learning tasks

dvc-template

dvc_dl_tensorflow

ecg-image-kit

A toolkit for analysis, synthesis, and digitization of electrocardiogram images

evaluation-2024

Evaluation code for the PhysioNet Challenge 2024

exo

Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

fashion_mnist_dvc

This repository is a small POC for implementing a DVC pipeline on the classification of Fashion MNIST data sets using CNN's. Also, implemented is the CI-CD pipeline through GitHub actions which runs the whole DVC pipeline in the background when any changes are pushed to the repository.

heart-attack-prediction-using-machine-learning

In this end to end project, we try to predict the chances of a person getting heart attack using Machine Learning by taking into consideration of various factors such as age, sex, type of chest pain, maximum heart rate achieved, major number of arteries.Also included is the EDA and the Power BI visualisation files

how-to-contribute-to-open-source

A guide to contributing to open source

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

mlflow_tensorflow

my-org-resume

Personal CV/Resume written in Org-mode with the LaTeX AltaCV template.

perceptron

Basic Implementation of a perceptron neuron

physionet-challenge-main

physionet-challenge-solution-Melbourne_Kangas

plots2

a collaborative knowledge-exchange platform in Rails; we welcome first-time contributors! :balloon:

python-example-2024

Python example fork for the PhysioNet Challenge 2024

rasa-nlu---chatbot

In this repository, we have built a chatbot that can answer questions related to Mucormycosis infection also colloquially called as Black Fungus infection.Mucormycosis is a deadly infection affecting the patients who have recovered from COVID-19 and currently very few people have knowledge about this deadly disease. The technology behind the chat is open source RASA X which internally uses Spacy library to process the Natural Language.The model was trained using DIET classifier in Tensorflow for 100 epochs.Furthermore, we were able to integrate the Chatbot into Telegram and Slack messaging application.Lastly, the application was deployed on Google Cloud Platform

starting-kit

Starting kit for the NeurIPS 2023 unlearning challenge

tsne

t-SNE implementation in Scala using Breeze numeric libarary.

vmalgi

yolov3

Implementation of YOLOv3 in detecting objects in a video