A system that is capable of automatically irrigating the agricultural field by sensing the parameters of soil in real-time and predicting crop based on those parameters using machine learning. The system also predicts the yield of the crop.

python iot arduino machine-learning automation linear-regression machine-learning-algorithms iot-platform automatic machine-learning-library machinelearning decision-trees automated thingspeak linear-regression-models decision-tree-classifier machinelearningalgorithms linear-regression-python

• Updated Sep 26, 2020
• Python

Animation Tweening of 3D vertex data using a Feed-Forward Neural Network.

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• Updated May 30, 2024
• C

Developing an e-commerce recommendation system involves utilizing technologies such as Python for programming, Pandas for data manipulation, SQL for database management, FastAPI for building APIs, PostgreSQL for data storage, and Docker for containerization.

api docker numpy postgresql python3 seaborn alembic scipy matplotlib machinelearningalgorithms pydantic fastapi sqlmodel

• Updated Apr 10, 2025
• Python

This repository contains code and data for analyzing real estate trends, predicting house prices, estimating time on the market, and building an interactive dashboard for visualization. It is structured to cater to data scientists, real estate analysts, and developers looking to understand property market dynamics.

xgboost lightgbm xgboost-algorithm catboost machinelearningalgorithms xgboost-classifier r2score rmse-score lightgbm-regressor lightgbm-classifier catboostregressor datavisualization-project catboost-classifier housepriceprediction dataanlaytics

• Updated Jan 16, 2025
• Jupyter Notebook

Comprehensive collection of research papers, summaries, implementations, and resources related to computer vision, deep learning, and machine learning

python computer-vision matlab deeplearning research-paper machinelearningalgorithms

• Updated Jul 21, 2023

This project uses supervised machine learning techniques with multiple regression models to predict CO2 emissions in Canada, it includes data cleaning, encoding, analyzing and visualization to identify patterns, resulting in a model that can make accurate predictions.

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• Updated Mar 13, 2023
• Jupyter Notebook

Now its time to work on a Project based on a real life Business Problem. In this Project, we will be using all the skills that you have acquired throughout this course. Problem Statement Your client is a retail banking institution. Term deposits are a major source of income for a bank

datascience machinelearning-python machinelearningalgorithms supportvectormachine

• Updated Sep 18, 2022
• Jupyter Notebook

To Create a predictive model to classify whether a person is running or walking based on the given predictor variables.

python machinelearningalgorithms modelcreation walkrunclassification

• Updated May 2, 2024
• Jupyter Notebook

BASE ON GIVEN FEATURE AND MESUREMENT PREDICT WHETHER PATIENT WILL HAVE HEART DISEASE OR NOT.

python dataanalysis machinelearningalgorithms heart-disease-prediction modelcreation

• Updated Apr 8, 2024
• Jupyter Notebook

Model to Predict the status of a genetic biomarker important for brain cancer treatment

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• Updated Aug 26, 2023

A repository containing some real world applications of machine learning.

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• Updated May 21, 2022
• Jupyter Notebook

Data-Science/Machine learning using R Programming

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• Updated Jun 1, 2020
• R

The project deals with determining and predicting the type of accident taking place in the city of Austin. The data would help in understanding what possible factors are leading to the accidents based on the severity of the incident that has occurred.

python recommendations exploratory-data-analysis jupyter-notebook feature-extraction classification-algorithm datavisualization correlation-analysis data-driven-model datapreprocessing machinelearningalgorithms datapreparation model-building-and-evaluation pre-modeling-steps

• Updated Jul 5, 2022
• Jupyter Notebook

This repository contains a machine learning project focused on predicting gold prices (GLD) using historical stock market data, including indicators such as SPX, USO, SLV, and EUR/USD. The project implements a Random Forest Regressor for accurate price forecasting, complete with data visualization, correlation analysis, and model evaluation metrics

data machine-learning numpy jupyter-notebook pandas seaborn dataset matplotlib jupyter-notebooks machinelearing machinelearningprojects machinelearningalgorithms randomforestregressor mlproject machinelearningmodel

• Updated Feb 12, 2025
• Jupyter Notebook

Football betting prediction model using LightGBM. Predicts total goals, Over/Under 0.5–4.5, 1X2, BTTS, and clean sheets. Trained on 2000‑2025 match data + Elo ratings.

python data-science lightgbm machinelearning elo-rating machinelearningalgorithms football-prediction

• Updated May 11, 2026
• Jupyter Notebook

Enhancing Manufacturing Efficiency through AI- driven Predictive Maintenance

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• Updated Jan 17, 2025
• Jupyter Notebook

Crime and Incarceration in the United States contain data on crimes that are committed, and the prisoner counts in every 50 states, for which the data is analyzed using various analytical methods.

python linear-regression exploratory-data-analysis jupyter-notebook statistical-analysis tableau model-building datavisualization dataanalysis correlation-matrix decision-tree-regression feature-importance datacleaning random-forest-regression datacollection machinelearningalgorithms datapreparation labelencoding pre-modeling-steps

• Updated Jul 5, 2022
• Jupyter Notebook

Python implementation of ML algorithms

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• Updated Feb 21, 2022
• Python

Depot de notebook python d'algorithmes de machine Learning nécéssaires à l'analyse de sentiments

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• Updated Aug 1, 2023
• Jupyter Notebook

This project showcases a vision-based helmet and travel lane detection system for cyclists. The technology can act as a monitor to see if the cyclist is using his or her designated lane and wearing a helmet.

deep-learning python3 machinelearningalgorithms

• Updated Feb 13, 2024
• Jupyter Notebook