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predictivemodeling

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Ayoub-etoullali / Spark-MLlib-NTT-DATA

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This GitHub repository contains code for predicting the country destination of new Airbnb users using machine learning techniques on the "Airbnb New User Bookings" dataset from a Kaggle competition.

python spark prediction datascience machinelearning predictive-modeling predictive-analytics prediction-model datavisualization dataanalysis linearregression datapreprocessing featureengineering machinelearningmodel predictivemodeling airbnbdataset kagglecompetition
  • Updated Sep 10, 2023
  • Jupyter Notebook

SURESHBEEKHANI / Maximizing-Agricultural-Yield

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Unlock the potential of agricultural production with innovative optimization techniques. Explore strategies, technologies, and practices to enhance crop yields, improve efficiency, and sustainably increase output. Revolutionize farming practices and cultivate a thriving agricultural ecosystem

datascience machinelearning dataanalysis logisticregression kmeansclustering predictivemodeling sustainablefarming
  • Updated Sep 8, 2024
  • Jupyter Notebook

toofanCodes / AutoParts-ML-Insights

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An end-to-end machine learning project that predicts automotive parts shortages for a major automotive manufacturing and distribution company. This project showcases data preprocessing, exploratory analysis, feature engineering, and robust predictive modeling (including XGBoost) to drive actionable insights under a strict NDA.

python machine-learning datascience xgboost data-analysis feature-engineering data-analysis-python predictivemodeling automotive-parts eda-analysis
  • Updated Mar 14, 2025
  • Jupyter Notebook

Rahul-404 / NYC_Taxi_Trip_Duration_Prediction

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This project focuses on predicting NYC taxi trip durations 🚖🗽 using machine learning techniques. By analyzing factors such as pickup and drop-off locations, timestamps, and traffic conditions, it aims to provide accurate duration estimates to enhance rider and driver experiences in New York City.

python ai transportation datascience machinelearning dataanalysis urbanmobility predictivemodeling nyctaxi tripduration techproject
  • Updated Jul 15, 2021
  • Jupyter Notebook

sabdulrazzaque / yellowfin-tuna-weight-prediction

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Machine learning pipeline for predicting Yellowfin Tuna weight, including data preprocessing, model training, testing, deployment, and an interactive web-based prediction interface.

flask numpy pandas datascience randomforest xgboost lightgbm matplotlib machinelearning catboost scikitlearn predictivemodeling yellowfintuna fisheriesmanagement fisheryscience tunaprediction fisheriesdataanalysis
  • Updated Jan 4, 2025
  • Python
Full-Stack-Heart-Disease-Prediction-Using-Machine-Learning

Projects-Developer / Full-Stack-Heart-Disease-Prediction-Using-Machine-Learning

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Heart disease is one of the leading causes of death worldwide. Early detection and prediction of heart disease can significantly improve treatment outcomes and save lives. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

healthcare machinelearning computerscienceprojects medicalresearch fullstackdevelopment btechprojects mtechprojects predictivemodeling heartdiseaseprediction cardiovascularhealth
  • Updated Jan 20, 2025

Rahul-404 / AQI-Project

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This project predicts the Air Quality Index (AQI) using machine learning techniques. By analyzing historical air quality data and relevant environmental factors, it provides accurate forecasts to help raise awareness and promote healthier living conditions in urban areas.

python sustainability datascience machinelearning publichealth aqi dataanalysis airqualityindex predictivemodeling environmentalscience techprojects
  • Updated Nov 15, 2021

SANJAY-KRISHNA-MV / Product-Analytics-Project

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This project delivers an end-to-end product analytics solution, leveraging Google BigQuery and Python for data engineering, comprehensive EDA, and machine learning to optimize user conversion funnels and drive growth. It identifies critical user drop-offs and provides data-backed, actionable recommendations.

python bigquery data-science sql pipeline optimization conversion eda growth machinelearning dataengineering productanalytics userbehavioranalysis predictivemodeling
  • Updated Jun 14, 2025
  • Jupyter Notebook

steveee27 / Medical-Test-Results-Classification-using-Ensemble-Learning

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This project uses a synthetic healthcare dataset to predict patient test results ("Normal," "Abnormal," or "Inconclusive") using machine learning. It employs ensemble methods such as Bagging, Random Forest, Boosting, and Stacking classifiers with feature engineering and preprocessing.

machinelearning ensemblelearning predictivemodeling aiinhealthcare medicaltestclassification
  • Updated Feb 15, 2025
  • Jupyter Notebook

inkosii / graduate-prediction-model

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This project implements a machine learning model designed to predict whether a student will graduate or drop out based on key academic and financial factors. The model uses features such as course performance, tuition fee status, and scholarship eligibility to identify strong indicators of student success.

education datascience dataanalysis machinelearning-python jypyternotebook predictivemodeling
  • Updated Mar 15, 2025
  • Jupyter Notebook

Kekyei / Churn_Model

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This repository contains the data, code, and documentation for a project to analyze and predict churn in PowerCo's SME customer segment. The project includes data exploration, cleaning, and transformation, as well as the development and evaluation of a machine learning model to predict churn based on price sensitivity and other relevant factors.

machinelearning datacleaning churnprediction customersegmentation predictivemodeling
  • Updated Dec 29, 2022
  • Jupyter Notebook
Car-Price-Prediction-Project

Projects-Developer / Car-Price-Prediction-Project

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This project aims to develop a machine learning model that predicts the prices of cars based on various factors such as make, model, year, mileage, engine size, and fuel type. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

machinelearning datamining featureengineering computerscienceprojects decisionsupportsystem carpriceprediction regressionanalysis btechprojects mtechprojects predictivemodeling automotiveindustry pricingstrategy
  • Updated Jan 18, 2025

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