dmengine Goto Github PK

airbnb

A fullstack clone of Airbnb website with MongoDB as database

ann

Using ANN model in Deep Learning to predict the California house price

ann-1

Building an Image Classifier using Neural Network

cat_dog-detection

In this project I create a model to do binary classification.

chatbotlandingpage

The project is a landing page that has an inbuilt chatbot that users can iteract with.

chegg-discord-bot

classification-ml

Using Decision Tree to predict the if a movie will win Oscar award or not

classification-model

Using Regression Model in Decision Tree to Predict the collection of a movie

dashboard-web-app

decision-tree-classifier-and-regression

dimejiportfolio

django-ui-template

dmengine

Config files for my GitHub profile.

first-redux-toolkit

form

imdb

imdb clone

jupyter-themes

Custom Jupyter Notebook Themes

landingpage-reactjs

Minting website

minting-website-react-frontend

A reactjs landing page for a minting website

musicwebsite

newshewa

nft-staking

nftteam

panoramaview

A 360 image viewer mobile application

panoramaviews

radioapp

real-estate

salam-portfolio

shewawebtoon

software_defect-eda

In this case, we start with Exploratory Data Analysis (EDA). We start with exploring the data-types of all the features in the dataset, then we check if there are any missing values in the dataset. We further explore the categorical features in the dataset and perform feature transformation on them to make them compatible with the result of the numerical features. Next, we do feature selection using correlation analysis.¶ Next, we train a random forest classifier on the selected features to get a baseline model. We also explore the impact of feature normalization on the model.