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Decision Tree Modeling Using R Training Course Outline
Introduction to Decision Tree
Data Design for Modelling
Data Treatment before Modelling
Classification of Tree development and Algorithm details
Industry Practice of Classification Tree - Development, Validation and Usage
Regression Tree and Auto Pruning
Basic knowledge of R programming language required before attending 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.
Decision Tree Modeling Using R Training Course Overview
Decision Tree Modeling Using R is a popular Analytic technique which can be implemented in various business fields such as money lending business, automobile, and telecom.
This 1-day Decision Tree Modeling Using R Certification course is designed to provide delegates with a solid understanding of various concepts such as Data treatment before modelling frequency distribution, the algorithm behind decision tree, how is a decision tree developed, GINI method, steps of pruning, ID3, random forest method, and more. Starting from fundamentals of Decision Tree delegates will learn other advance topics such as data design for modelling, data treatment before modelling, classification of tree development and algorithm details, industry practice of classification tree - development, validation and usage, understand K fold validation for the model, CHAID Algorithm, the syntax for CHAID using R, and CHAID vs CART, using R for Random forest method and more.
After attending this course, delegates will gain expertise in Decision Tree Modeling using the R programming language.
Why choose us
Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.
Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.
This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.
All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience
Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!
This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.
Our courses can be adapted to meet your individual project or business requirements regardless of scope.
Cut unnecessary costs and focus your entire budget on what really matters, the training.
This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.
Keep track of your employees’ progression and performance in your own workspace.
Course was run very smoothly, Richard our trainer was extremely knowledgeable and delivered the course in a succinct fashion with a twist of humour thrown in.
The course was great and the so was the trainer - brilliantly delivered and I would certainly recommend this course to my colleagues. Thanks to Richard for a great course and delivering it a tough environment virtually.
Richard was very knowledgeable and explained well
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Flexible delivery methods are available depending on your learning style.
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