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Udemy - Random Forest using R - Prediction of Employee Attrition

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742 MB
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Added
11/16/23 at 4:41pm GMT+1
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Description
[ DevCourseWeb.com ] Random Forest using R - Prediction of Employee Attrition



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Published 10/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Language: English | Duration: 1h 37m | Size: 742 MB



Learn Random Forest using R and Predict Employee Attrition using a case study



What you'll learn

Extracting the Data to the platform and Apply data Transformation.

Bifurcate Data into Training and Testing Data set and build Random Forest Model on Training Data set.

Predict using Testing Data set and Validate the Model Performance.

Improve the model Performance using Random Forest and Predict and Validate Performance of Model.



Requirements

Basic Machine learning concepts and Python.



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Random Forest using R - Prediction of Employee Attrition
  • ~Get Your Files Here !/1. Introduction/1. Introduction to Employee Attrition Prediction Using Random Forest.mp4 9.2 MB
  • ~Get Your Files Here !/2. Overview/1. Random Forest Overview.mp4 34.4 MB
  • ~Get Your Files Here !/2. Overview/2. Random Forest Overview Continue.mp4 57.9 MB
  • ~Get Your Files Here !/3. Variable Explanation/1. Variable Explanation.mp4 87.8 MB
  • ~Get Your Files Here !/3. Variable Explanation/2. Variable Explanation Continue.mp4 48.1 MB
  • ~Get Your Files Here !/4. Pre Modelling Steps/1. Pre Modelling Steps.mp4 65.9 MB
  • ~Get Your Files Here !/4. Pre Modelling Steps/2. Pre Modelling Steps Continue.mp4 54.8 MB
  • ~Get Your Files Here !/5. Model-Development-Tuning/1. Model Development.mp4 73.1 MB
  • ~Get Your Files Here !/5. Model-Development-Tuning/2. Model Development Continue.mp4 95 MB
  • ~Get Your Files Here !/5. Model-Development-Tuning/3. Model Tuning.mp4 95.6 MB
  • ~Get Your Files Here !/5. Model-Development-Tuning/4. Model Tuning Continue.mp4 55.3 MB
  • ~Get Your Files Here !/5. Model-Development-Tuning/5. Tuning and Validation.mp4 64.8 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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