Random Forest Training

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Instructor-Led Training Parameters

Course Highlights

  • Instructor-led Online Training
  • Project Based Learning
  • Certified & Experienced Trainers
  • Course Completion Certificate
  • Lifetime e-Learning Access
  • 24x7 After Training Support

Random Forest Training Course Overview

The Random forests  are the accumulated learning method for the classification, regression and other tasks; the training focus on providing the in-depth insight on Ramdom Forest Algorithm, so that they would be able to deal with the algorithmic issues essential in machine learning. The Random Forest training basically focuses on the variable importance of the algorithm, as: the Random forests could be used to rank the importance of variables in the regression or the classification problem in the most natural way.

In the Introduction chapter of the Algorithm, the candidates come to know about the decision tree, where they will be introduced to all from bagging to random forests. Moreover, the candidates will come to learn about the properties as well, where the variable importance as well as relationship to the nearest neighbor in the algorithm is described.

Here are some of the training benefits of Random Forest:

  • The training proves to be helpful in understanding the properties of algorithms
  • The candidates learn to implement the intelligence in handling the issues related to the data set
  • The candidates learn how to measure the variable importance through permutation
  • The training is enriched with the intelligence on the general technique of bootstrap aggregating, or bagging, etc.
  • Through hands-on sessions, the candidates will learn to implement the intelligence on solving the algorithm with the complexity of a classifier to gain accuracy
Target audience

Professionals from IT field who have to deal with the logical formulas and wish to learn the ethics of Algorithmic Machine Learning

Prerequisites

The candidates ling to opt for Random Forest certification training should have an understanding of the fundamentals of the statistics, classification and regression techniques, Language of R, as well as the basics of the machine learning

Instructor-led Training Live Online Classes

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Random Forest Training Course Content

1. Single Decision Tree

  • Introduction to Machine Learning Ensembles Random Forest
  • The Single Decision Tree At a Glance
  • The Decision Making in Classification: Decision Tree

2. Rise of Ensemble Method

  • The Random Forest Algorithims

3. Practical Exercises in R on Business Case Studies

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Random Forest Training (MCQ) Assessment

This assessment tests understanding of course content through MCQ and short answers, analytical thinking, problem-solving abilities, and effective communication of ideas. Some Multisoft Assessment Features :

  • User-friendly interface for easy navigation
  • Secure login and authentication measures to protect data
  • Automated scoring and grading to save time
  • Time limits and countdown timers to manage duration.
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Random Forest Corporate Training

Employee training and development programs are essential to the success of businesses worldwide. With our best-in-class corporate trainings you can enhance employee productivity and increase efficiency of your organization. Created by global subject matter experts, we offer highest quality content that are tailored to match your company’s learning goals and budget.


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Customized Training

Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

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Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

360º Learning Solution

Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

Learning Assessment

Be it schedule, duration or course material, you can entirely customize the trainings depending on the learning requirements

Certification Training Achievements: Recognizing Professional Expertise

Multisoft Systems is the “one-top learning platform” for everyone. Get trained with certified industry experts and receive a globally-recognized training certificate. Some Multisoft Training Certificate Features :

  • Globally recognized certificate
  • Course ID & Course Name
  • Certificate with Date of Issuance
  • Name and Digital Signature of the Awardee
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