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Projects in Awesome Lists tagged with prediction-model

A curated list of projects in awesome lists tagged with prediction-model .

https://github.com/tatevkaren/artificial-neural-network-business_case_study

Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)

ann ann-model artificial-neural-network artificial-neural-networks bank-customers case-study churn-analysis data-science deep-learning machine-learning prediction-model predictive-analytics python3 tensorflow-tutorials

Last synced: 26 Sep 2024

https://github.com/RajdeepKonwar/stockast

Predict stock market pricing over 180 minutes using Black-Scholes stochastic modeling and parallel Monte-Carlo simulations.

black-scholes c-plus-plus monte-carlo-simulation openmp parallel prediction-model predictive-analytics predictive-modeling stock-data stock-market stock-prediction stock-price-prediction stock-prices thread

Last synced: 01 Aug 2024

https://github.com/MoganaD/Machine-Learning-on-Breast-Cancer-Survival-Prediction

We used different machine learning approaches to build models for detecting and visualizing important prognostic indicators of breast cancer survival rate. This repository contains R source codes for 5 steps which are, model evaluation, Random Forest further modelling, variable importance, decision tree and survival analysis. These can be a pipeline for researcher who are interested to conduct studies on survival prediction of any type of cancers using multi model data.

breast-cancer-prediction cancer-data decision-trees machine-learning prediction-model survival-analysis variable-importance

Last synced: 04 Aug 2024

https://github.com/longnguyen010203/zillow-home-value-prediction

🌈📊📈 The Zillow Home Value Prediction project employs linear regression models on Kaggle datasets to forecast house prices. 📉💰Using Apache Spark (PySpark) within a Docker setup enables efficient data preprocessing, exploration, analysis, visualization, and model building with distributed computing for parallel computation.

analysis apache-spark distributed-computing docker docker-compose feature-engineering jupyter-notebook jupyterlab linear-regression machine-learning models parallel-computing prediction-model preprocessing pyspark visualization

Last synced: 28 Sep 2024

https://github.com/Nazaniiin/EDA_QualityofRedWine

:wine_glass: :chart_with_upwards_trend: (EDA) R - Vizualization / Performed exploratory analysis and visualization on Red Wine Quality dataset; Mainly answering which chemical properties influence the quality of red wines.

charts data data-analyses data-analysis-udacity data-analytics data-mining data-visualization exploratory-data-analysis histogram linear-models prediction-model r r-programming visualization

Last synced: 13 Aug 2024

https://github.com/inno-waluza/alpha-regressor

Django-based web application for predicting house prices using a machine learning model

ai django django-application machine-learning ml prediction-model sckiit-learn

Last synced: 27 Sep 2024

https://github.com/mj-awad17/agriculture-yield-prediction-app

🌾 Agricultural Yield Prediction App: Predict crop yield using climate, soil, weather, and irrigation data. Built with Streamlit and powered by the IBM API using the Grantie-3b model. Enter parameters or use custom prompts for tailored predictions. 🌱

agriculture agriculture-app predic prediction-model python streamlit streamlitapp

Last synced: 26 Sep 2024

https://github.com/pramodkondur/cardheko-usedcarpriceprediction

Real-time prediction of used car prices using Machine Learning models and Streamlit for visualization

data-science machine-learning prediction-model python streamlit

Last synced: 26 Sep 2024

https://github.com/cap-ml-119/yazan_hamdan

A repo containing all my classwork in the machine learning course!

docker dockercompose prediction-model python todolist

Last synced: 27 Sep 2024

https://github.com/pranavgautam29/flight-price-prediction

The Flight Price Prediction project uses machine learning to forecast flight ticket prices based on historical data. Hosted on Streamlit Community Cloud and deployed via Streamlit, this application allows users to input flight details such as departure and arrival airports, travel dates, and class to receive accurate price predictions.

machine-learning prediction-model regression scikit-learn statistical-machine-learning streamlit

Last synced: 29 Sep 2024

https://github.com/enayar478/nomad_machine_learning_dash_app

An interactive Machine Learning app built with Dash and Plotly, developed as part of the Data Analytics Bootcamp at Le Wagon Bordeaux. It allows users to visualize data, make real-time predictions, and explore various model insights.

analytics cachetools dash dashboard-application data-analysis data-science deployment gunicorn interactive-visualization machine-learning pandas plotly plotly-dash prediction-model python python3 render scikit-learn web-application

Last synced: 29 Sep 2024

https://github.com/moizeali/student-exam-performance-predictor

An End-to-End MLOps implementation for predicting student exam performance using machine learning. Features automated pipelines for data ingestion, model training, and a Flask-based web interface for predictions.

data-science flask machine-learning mlops mlops-workflow prediction-model python vercel vercel-deployment

Last synced: 25 Sep 2024

https://github.com/kiing-dom/punch-prediction-model

A computer vision project that analyzes a boxer's stance and movements to predict likely punches. It uses deep learning models to process video input, identifying movement patterns to forecast boxing moves. Designed for sports analytics, training improvement, and strategic insights in boxing.

3d-cnn cnn computer-vision opencv prediction-model

Last synced: 26 Sep 2024

https://github.com/cyberfantics/bitcoin-price-prediction

A deep learning-based web app for predicting future Bitcoin prices using historical data. Users can interactively select prediction days and view recent price data in real-time.

artificial-intelligence artificial-neural-networks bitcoin deep-learning machine-learning neural-network prediction-model scikit-learn tensorflow

Last synced: 26 Sep 2024

https://github.com/gliuck/diabetesprediction

Machine learning exam project, focused on predicting diabetes based on health and demographic data. The project uses models like Logistic Regression, KNN, SVM and NN to analyze and predict the likelihood of diabetes in individuals.

machine-learning machine-learning-models numpy-library pandas-library prediction-model python scikit-learn

Last synced: 26 Sep 2024

https://github.com/pranav-tank/heart-disease-prediction-model

I have created this project as my Python term assignment. In this project I have trained a ML model to predict the heart disease using Scikit-learn library in python.

google-colaboratory jupyter-notebook machine-learning prediction-model python scikit-learn

Last synced: 26 Sep 2024