hosiajosindra

iris-classification

This is a program that will classify an iris, which species it is based on the length of the petals and the width of the petals (in cm).

angelpatriciads

Config files for my GitHub profile.

risk-heart-disease-prediction

Make the best deep neural network model with hypertuning to carry out the classification process of detecting people having or not having heart disease. Then, do analysis on accuracy, precision, recall and, f1-score of the model.

mushroom-characteristic-classification

Create a deep neural network to perform the process classification of mushrooms characteristic and using hyperparameter tuning to get the best model. Then, do analysis on accuracy, precision, recall and, f1-score of the model and also determine the features that are strongly suspected of being related with toxics of a mushroom.

linear-regression-artificial-data

Create 20 linearly correlated artificial data then visualize it and calculate the coefficient and the intercept values also evaluate the RMSE.

iris-data-multi-logistic-regression

Given a dataset with data on the size of the sepals (petals) and the size of the petals (corolla) of 150 irises consisting of three species, namely Iris setosa, Iris versicolor, and Iris virginica. Petal size will be used as a measure of flower classification using multinomial logistic regression.

car-price-prediction

This is a program to predict car prices based on the features of the available dataset.

credit-risk-classification

This is a program to predict the possible risk of default on credit card use.

heart-attack-classification

This is a program to predict whether a person is at low or high risk of having a heart attack.

pos-rate-prediction

Create a model to predict Indonesia's daily positvity rate of Covid-19 in 2021-2022 based on mobility and 2nd dose of vaccine data.

matplotlib-viz

This repository is my notes about data visualization using the matplotlib library.

EDA-datacamp-notes

The following repository contains technical material regarding exploratory data analysis that I obtained through datacamp, to get an appropriate understanding of the interpretation of visualization results you may try the course.

CNN-Retinopathy-Classification

Detecting Retinopathy of Prematurity Disease in Premature Baby Based on Fundus Image Data with CNN Model using VGG19's Architecture.

hosiajosindra

data-visualization-AI

Hi all, in this repo I'm trying to execute an AI for data visualization that I found!