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model-building-and-evaluation

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rrambhia22 / Bike_Crash_Analysis

Star 2

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

suhaibmukhtar / Human-Activity-Recognition-With-Smart-Phone

Star 0

This project is to build a model that *predicts the human activities* such as __Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing__ and __Laying__ as done in Smart-Watches.

machine-learning analytics numpy activity-recognition pandas data-visualization seaborn feature-selection matplotlib feature-engineering scikit correlation-analysis data-pre variance-threshold model-building-and-evaluation
  • Updated Mar 31, 2024
  • Jupyter Notebook

krisnaarun / Usedcar_Price_Prediction

Star 0

This repository contains the code and resources for a comprehensive machine learning project focused on forecasting the prices of pre-owned vehicles. Exploring a diverse dataset encompassing crucial car attributes such as year, mileage, fuel type, transmission, and more.

exploratory-data-analysis feature-selection data-preprocessing data-exploration data-cleaning hyperparameter-tuning prediction-model model-building-and-evaluation
  • Updated Jul 25, 2023

rrambhia22 / MotorVehicleCollisionCrashAnalysis

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The project deals with predicting the number of persons killed based on the contributing factors such that necessary precautions and actions can be taken in order to avoid the accidents and reduce the death rates and injuries of the person in the New York city.

machine-learning-algorithms data-visualization data-analysis data-cleaning regression-algorithms tableau-dashboards classification-algorithms model-building-and-evaluation
  • Updated May 28, 2023
  • Jupyter Notebook

tohidkhanbagani / Sailfort_Motors_HR_Analysis_and_Predictive_Modeling

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SalifortMotorsHRAnalytics repository showcases Data Analytics, Visualization, Python, Statistics, and ML skills. It contains markdown file, pickle files for models, and an executive summary. To run the markdown file, adjust the path variable for pickle files and comment out fitting and saving codes.

exploratory-data-analysis machine-learning-algorithms data-visualization python-programming statistical-analysis feature-engineering data-cleaning hyperparameter-tuning decision-tree-classifier model-evaluation xgboost-algorithm random-forest-classifier gridsearchcv markdown-formatting model-building-and-evaluation github-repository-management
  • Updated Feb 2, 2024
  • Jupyter Notebook

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