Decision Tree Modeling Using R Training in Taipei

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Decision Tree Modeling Using R Training

Taipei

Learn about the fundamentals of Decision Tree
Get an understanding of general precautions related to data design
Become familiarised with the classification of Tree Development and Algorithm details

Dates & Prices Dates & Prices

Course information

Decision Tree Modeling Using R Training Course Outline

Module 1: Introduction to Decision Tree

Decision Tree Modelling Objective
Anatomy of a Decision Tree
Important Terminology Related to Decision Trees

Module 2: Overview of R Programming

R Programming Language
Data Types
Control Structures in R

Module 3: Data Treatment Before Modelling

Data Sanity Check-Contents
View
Frequency Distribution
Uni-Variate
Categorical Variable Treatment

Module 4: Classification of Tree Development and Algorithm Details

Installing R Package and R studio
Developing First Decision Tree in R Studio
Find Strength of the Model

Module 5: Decision Tree Analysis in Project Management

Use Decision Tree in Project Management
Tools for Decision Tree Analysis
Decision Tree Analysis Strategy

Module 6: Regression Tree and Auto Pruning

Introduction to Pruning
Understand K Fold Validation for Model 
Develop Regression Tree 
How is it Different from Linear Regression? 
Advantages and Disadvantages over Linear Regression

Module 7: CHAID Algorithm

What is CHAID/CART Algorithm?
Chi-Square Statistics 
Implement Chi-Square for Decision Tree Development 
CHAID Vs CART

Module 8: Other Algorithms

ID3
Random Forest Method
Using R for Random Forest Method

Who should attend this Decision Tree Modelling Using R Training?

The Decision Tree Modelling Using R Training Course offers a detailed exploration of Decision Tree models, one of the most widely used algorithms in Machine Learning and Data Science. This course can be beneficial for various professionals, including:

Data Scientists
Machine Learning Engineers
Data Analysts
Research Scientists
Quantitative Researchers
Risk Assessment Managers
Predictive Modelers

Prerequisites of the Decision Tree Modelling Using R Training Course

There are no formal prerequisites for attending this Decision Tree Modelling Using R Training Course. However, having some knowledge of the R programming language will be helpful.

Decision Tree Modelling Using R Training Course Overview

Decision Tree Modelling Using R is a formidable analytical technique with wide-ranging applications across diverse industries, including finance, automotive, and telecommunications. It serves as a powerful tool for making data-driven decisions, enabling businesses to navigate complex scenarios and optimise outcomes.

Proficiency in Decision Tree Modelling Using R is essential for professionals seeking to enhance their data science skills and make informed decisions rooted in data analysis. Data Scientists, Business Analysts, Financial Experts, and professionals in various industries can greatly benefit from mastering this technique. In an era where data-driven decision-making is paramount, Decision Tree Modelling equips professionals with the ability to dissect data, identify patterns, and derive actionable insights.

The Knowledge Academy’s intensive 1-day Decision Tree Modelling Using R Certification Course immerses delegates in a comprehensive exploration of Decision Tree Modelling concepts. They will embark on a journey starting from the fundamentals of Decision Trees, progressing to advanced topics such as data design for modelling, algorithm details, industry best practices, validation techniques, and practical applications using the R programming language.

Course Objectives

To understand the fundamentals of Decision Tree Modelling
To learn data treatment and frequency distribution techniques
To explore Decision Tree algorithm development and pruning
To gain expertise in advanced topics like Random Forest and CHAID Algorithm
To acquire practical skills in using R for Decision Tree Modelling
To become proficient in applying Decision Tree Modelling to real-world scenarios

By the end of this course, delegates will emerge with expertise in Decision Tree Modelling using R, empowering them to leverage this powerful tool for data analysis and informed decision-making.

What’s included in this Decision Tree Modelling Using R Training?

World-Class Training Sessions from Experienced Instructors
Decision Tree Modelling Using R Certificate
Digital Delegate Pack

Why choose us

Our Taipei venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Taipei is located on the Taipei Basin within Taiwan, as the capital city of Taiwan it is also the centre of politics, culture and education. Taipei city or the city of Azaleas as it is otherwise known as is also home to an estimated 2,693,672 people. Taipei has a relatively low unemployment rate of 03.80%, whilst the average rate for Taiwan is 3.70%.Education within Taipei is very important as it has been home to a number of institutions which have educated many social and political leaders from the National Taiwan University, other universities and colleges include the National Taipei University of Education, Taipei Medical University, National Defense Medical Center, National Yang-Ming University and the Tamkang University as well as many more. There are also a number universities which prides themselves on the programs and degrees that they run such as the National Taiwan Normal University and their international education programs and humanities programs. The subjects, degrees and programs can vary depending on the institution.

Address

Taipei Hung Tai Centre
2/F-A, Hung Tai Centre
170 Dunhua North Road
Songshan District
Taipei
10548

T: 44 1344 203 999

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Decision Tree Modeling Using R Training in Taipei. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

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Unlock your potential with The Knowledge Academy's Decision Tree Modeling Using R Training in Taipei, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Decision Tree Modeling Using R Training in Taipei. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Decision Tree Modeling Using R Training in Taipei sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

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Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

What our customers are saying

Decision Tree Modeling Using R Training in Taipei FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

Basic knowledge of R programming language required before attending this course.

Who should attend this course?

This training course is ideal for anyone; however, Professionals and Students who want to enter the Analytics Industry. This course is also ideal for Analytics Professionals and Data Mining Professionals.

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 1 days.

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

What is the cost/training fees for Decision Tree Modeling Using R Training in Taipei?

The training fees for Decision Tree Modeling Using R Trainingin Taipei starts from $2495

Which is the best training institute/provider of Decision Tree Modeling Using R Training in Taipei?

The Knowledge Academy is the Leading global training provider for Decision Tree Modeling Using R Training.

What are the best Data Science Courses courses in Taipei?

Please see our Data Science Courses courses available in Taipei

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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