employee-attrition

There are 0 repository under employee-attrition topic.

aastha985 / Employee_Attrition_Prediction
CSE343, Machine Learning Course Project, IIIT Delhi, Monsoon 2021
employee-attrition ibm machine-learning
Language:Jupyter Notebook 24
HR-Analytics
netsatsawat / HR-Analytics
This repository demonstrates how data science can help to identify the employee attrition which is part of Human Resource Management
data-science data-visualization human-resource-analytics introduction python python3 employee-attrition
Language:Jupyter Notebook 13
m0h1t98 / Employee-Attrition
This project is a machine learning classification problem. The objective of this project was to predict the rate of employee attrition in the current scenario based on different features. It was the classification problem. I tried three algorithms (Logistics, Decision Tree & Random Forest). But I got high accuracy score about 0.97 using random Forest.
employee-attrition random-forest classification logistics machine-learning python3
Language:Jupyter Notebook 7
sanatladkat / Employee-Attrition-Prediction
This project involves Employee Attrition Prediction using various data visualisation techniques & machine learning models. The repository consists of the .ipynb file and files used for deploying the ML model on 'Heroku' using the Flask framework.
employee-attrition flask salary
Language:Jupyter Notebook 6
Employee-Attrition-Prediction-Model
sandeepyadav10011995 / Employee-Attrition-Prediction-Model
Bill Gates was once quoted as saying, "You take away our top 20 employees and we [Microsoft] become a mediocre company". This statement by Bill Gates took our attention to one of the major problems of employee attrition at workplaces. Employee attrition (turnover) causes a significant cost to any organization which may later on effect its overall efficiency. As per CompData Surveys, over the past five years, total turnover has increased from 15.1 percent to 18.5 percent. For any organization, finding a well trained and experienced employee is a complex task, but it’s even more complex to replace such employees. This not only increases the significant Human Resource (HR) cost, but also impacts the market value of an organization. Despite these facts and ground reality, there is little attention to the literature, which has been seeded to many misconceptions between HR and Employees. Therefore, the aim of this paper is to provide a framework for predicting the employee churn by analyzing the employee’s precise behaviors and attributes using classification techniques.
machine-learning sklearn neural-network adaboost-learning random-forest svm-classifier logi decision-tree-classifier mnist employee-attrition
Language:Jupyter Notebook 4
AbhinavS99 / Predicting-Employee-Attrition-for-Augmenting-Institutional-Yield
In this project, the team strives to use machine learning principles to predict employee attrition, provide managerial insights to prevent attrition, and finally rule out and present the factors that lead to attrition.
classification employee-attrition exploratory-data-analysis machine-learning
Language:Jupyter Notebook 3
UBC-MDS / 532_Dashboard_Project_Group_14
This app allows users to explore key factors for employee attrition. Survey data can be filtered by gender, age, and department.
python dashboard employee-attrition barplot slider dropdown
Language:Python 3
Niranjankumar-c / HRAnalyticsEmployeeAttrition
Uncover the factors that lead to employee attrition using IBM Employee Data
attrition decision-tree-classifier decision-trees employee-attrition logistic-regression random-forest
Language:Jupyter Notebook 2
alankarpatra / IBM_HR_Attrition
Uncover the factors that lead to employee attrition at IBM
decision-tree random-forest pandas-profiling smote gridsearchcv classification-model attrition analysis machine-learning ibm-hr-attrition employee-attrition
Language:Jupyter Notebook 1
Eakta08 / Employee-Attrition-Prediction-
This is a project based on the Employee Attrition analysis and then predicting it. Also analysing what are the major factors for attrition.
employee-attrition feature-importance machine-learning prediction python random-forest
Language:Jupyter Notebook 1
mandar196 / Employee_Attrition-HR-Analytics
Predicting why employees are leaving organization & building a model to predict in future, who will leave the company.
employee-attrition hr-analytics python machine-learning
Language:Jupyter Notebook 1
mchosasih99 / Employee-Attrition-Prediction
Final presentation project for completing Rakamin Academy Data Science Bootcamp.
beginner-friendly beginner-project classification data-analysis data-science employee-attrition machine-learning presentation-slides
Language:Jupyter Notebook 1
RibaKhan / Employee-Attrition-Prediction
This project focuses on predicting the attrition rate of employees by using different ML algorithms. The dataset is a fictional data taken from Kaggle
decision-trees employee employee-attrition knn-classification logistic-regression machine-learning-algorithms naive-bayes
Language:R 1
trajceskijovan / HR-Analytics
HR Analytics in R Script: "Why Employees leave the company?"
turnover logistic-regression decision-tree markdown rmarkdown rscript employee-attrition employee-engagement r nps
Language:R 1
yanbin43 / Classification-EmployeeAttrition
Understanding and predicting employee's attrition
exploratory-data-analysis descriptive-analysis logistic-regression classification employee-attrition
Language:R 1
Edmond21 / IBM_Exploratory_Data_Analysis
Using data from the Human Resources department at IBM, I created an EDA on reasons why attrition occurred.
analysis eda employee-attrition exploratory-data-analysis human-resources-department ibm
Language:Jupyter Notebook 0
jasontanx / machine-learning-employee-attrition
An employee attrition prediction (machine learning) project
data-science employee-attrition machine-learning rprogramming
Language:R 0
luuisotorres / EDA-and-Employee-Attrition-Prediction
Exploratory data analysis and machine learning classification models to predict employee attrition.
ada-boost-classifier data-science decision-tree-classifier employee-attrition employee-management gradient-boosting hyperparameter-optimization machine-learning machine-learning-classification random-forest randomsearch-cv scikit-learn sklearn sklearn-classifier xgboost xgboost-classifier
Language:Jupyter Notebook 0
mayankpagaria / Employee-Attrition
IT is about the employee attrition, employee performance,hiring employee
employee-attrition decision-trees random-forest logistic-regression modeling
Language:Jupyter Notebook 0
rajtulluri / Analyzing-Employee-Exit-Survey
Analyzing Employee Exit Surveys of two Institutes - Department of Education, Training and Employment (DETE) and the Technical and Further Education (TAFE) institute
analytics data-science employee-attrition matplotlib-pyplot python3 seaborn surveys visualization
Language:Jupyter Notebook 0
singhvks / Employee_Attrition
PREDICTIVE ANALYTICS - LOGISTIC REGRESSION . Predicting employee attrition using HR data
employee-attrition encoder logistic-regression machine-learning reporting visualization
Language:Jupyter Notebook 0
sudiptabhatta / IBM-HR-Dataset-Employee-Attrition-Prediction
CSE445 - Machine Learning Project
employee-attrition machine-learning pandas python sklearn
Language:Jupyter Notebook 0
Ansu-John / IBM-HR-Analytics-Employee-Attrition
Predict employee attrition using LogisticRegression and RandomForestClassifier.
analysis employee-attrition labelencoder logistic-regression-algorithm onehotencoder random-forest-classifier tableau
Language:Jupyter Notebook
Jimoh1993 / Human-Resources-Data-Analytics-Project
OBJECTIVE: Presenting an EDA / ML Models (DTR & RF) solution to help company X trying to control attrition by answering the following questions: What type of employees are leaving ? Which employees are prone to leave next ? Predict the future (DT & RF) employee who would tend to leave the company X in the future ? Recommendation for company decision making.
exploratory-data-analysis decision-trees random-forest predictive-modeling metrics-library visualization employee-attrition hr-data
Language:Jupyter Notebook
nithya-sharma / Human-Resource-Analytics-and-Employee-Churn-Prediction
This is a Project done for J Component for the course Predictive Analytics
hr machine-learning employee-attrition
Language:Jupyter Notebook
rgcollar / employee-churn-prediction
Employee churn prediction using Gradient Boosting Classifier
churn-prediction employee-attrition gradient-boosting-classifier python
Language:Jupyter Notebook
viandwip / Employee-Attrition-Prediction-by-Using-Machine-Learning-main
Tingginya tingkat employee attrition dapat mempengaruhi kinerja perusahaan. Oleh karena itu, perlu dilakukan proses analisa mengenai faktor-faktor apa saja yang menyebabkan seorang karyawan memilih untuk resign sehingga team HR dapat memberikan treatment khusus kepada karyawan agar tidak meninggalkan perusahaan.
classification-model employee-attrition jupyter-notebook machine-learning python
Language:Jupyter Notebook

employee-attrition

aastha985 / Employee_Attrition_Prediction

netsatsawat / HR-Analytics

m0h1t98 / Employee-Attrition

sanatladkat / Employee-Attrition-Prediction

sandeepyadav10011995 / Employee-Attrition-Prediction-Model

AbhinavS99 / Predicting-Employee-Attrition-for-Augmenting-Institutional-Yield

UBC-MDS / 532_Dashboard_Project_Group_14

Niranjankumar-c / HRAnalyticsEmployeeAttrition

alankarpatra / IBM_HR_Attrition

Eakta08 / Employee-Attrition-Prediction-

mandar196 / Employee_Attrition-HR-Analytics

mchosasih99 / Employee-Attrition-Prediction

RibaKhan / Employee-Attrition-Prediction

trajceskijovan / HR-Analytics

yanbin43 / Classification-EmployeeAttrition

Edmond21 / IBM_Exploratory_Data_Analysis

jasontanx / machine-learning-employee-attrition

luuisotorres / EDA-and-Employee-Attrition-Prediction

mayankpagaria / Employee-Attrition

rajtulluri / Analyzing-Employee-Exit-Survey

singhvks / Employee_Attrition

sudiptabhatta / IBM-HR-Dataset-Employee-Attrition-Prediction

Ansu-John / IBM-HR-Analytics-Employee-Attrition

Jimoh1993 / Human-Resources-Data-Analytics-Project

nithya-sharma / Human-Resource-Analytics-and-Employee-Churn-Prediction

rgcollar / employee-churn-prediction

viandwip / Employee-Attrition-Prediction-by-Using-Machine-Learning-main