If you’re looking to build new skills or advance your career, these online courses can help you get started. Our editorial team reviewed dozens of highly rated programs, student reviews, course content, instructor quality, and enrollment numbers to create this list of the 10 Best Decision Trees Certification Online Courses, Training Programs, Classes, Tutorials, and Certifications available today.
Whether you’re a beginner or an experienced professional, these courses offer flexible learning options designed to help you gain practical knowledge and real-world skills at your own pace.
10 Best Decision Trees Certification Courses, Training, Classes & Tutorials Online
| Course Name | Enrolled Students (Count) | Reviews (count) |
|---|---|---|
| 1. Decision Trees, Random Forests, AdaBoost & XGBoost in Python Our Best Pick | 114819+ | 700+ |
| 2. Decision Trees, Random Forests, Bagging & XGBoost: R Studio | 59763+ | 167+ |
| 3. Decision Trees, Random Forests & Gradient Boosting in R | 16760+ | 32+ |
| 4. Logistic Regression, Decision Tree and Neural Network in R | 2998+ | 32+ |
| 5. Getting Started with Decision Trees | 2664+ | 29+ |
| 6. Decision Tree – Theory, Application and Modeling using R | 1837+ | 295+ |
| 7. XGBoost for Business in Python and R | 979+ | 128+ |
| 8. Mastering and Tuning Decision Trees | 379+ | 38+ |
| 9. Decision Trees for Machine Learning From Scratch | 350+ | 80+ |
| 10. Decision tree models in Python | 0+ | 0+ |
Online learning has become one of the most convenient and affordable ways to develop professional skills, prepare for certification exams, and stay competitive in today’s job market. The courses below were selected based on course quality, student feedback, instructor reputation, and overall value.
1. Decision Trees, Random Forests, AdaBoost & XGBoost in Python by Start-Tech Academy Udemy Course Our Best Pick
Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python
At the time of writing, more than 114819+ students have enrolled in this course and shared over 700+ reviews.
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2. Decision Trees, Random Forests, Bagging & XGBoost: R Studio by Start-Tech Academy Udemy Course
Decision Trees and Ensembling techinques in R studio. Bagging, Random Forest, GBM, AdaBoost & XGBoost in R programming
At the time of writing, more than 59763+ students have enrolled in this course and shared over 167+ reviews.
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3. Decision Trees, Random Forests & Gradient Boosting in R by Carlos Martínez, PhD Udemy Course
Learn to build predictive models with machine learning, using different Rstudio´s packages: ROCR, caret, XGBoost, rparty
At the time of writing, more than 16760+ students have enrolled in this course and shared over 32+ reviews.
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4. Logistic Regression, Decision Tree and Neural Network in R by Modeste Atsague Udemy Course
Logistic Regression, Decision Tree and Neural Network in R
At the time of writing, more than 2998+ students have enrolled in this course and shared over 32+ reviews.
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5. Getting Started with Decision Trees by Analytics Vidhya Udemy Course
Learn the basics of Decision Trees – a popular and powerful machine learning algorithm and implement them using Python
At the time of writing, more than 2664+ students have enrolled in this course and shared over 29+ reviews.
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6. Decision Tree – Theory, Application and Modeling using R by Gopal Prasad Malakar Udemy Course
Analytics/ Supervised Machine Learning/ Data Science: CHAID / CART / Random Forest etc. workout (Python demo at the end)
At the time of writing, more than 1837+ students have enrolled in this course and shared over 295+ reviews.
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7. XGBoost for Business in Python and R by Diogo Alves de Resende Udemy Course
Apply eXtreme Gradient Boosting (XGBoost) in a Direct Marketing case study. Python and R code templates included.
At the time of writing, more than 979+ students have enrolled in this course and shared over 128+ reviews.
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8. Mastering and Tuning Decision Trees by Sandy Midili Udemy Course
IBM SPSS Modeler Seminar Series
At the time of writing, more than 379+ students have enrolled in this course and shared over 38+ reviews.
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9. Decision Trees for Machine Learning From Scratch by Sefik Ilkin Serengil Udemy Course
Learn to build decision trees for applied machine learning from scratch in Python.
At the time of writing, more than 350+ students have enrolled in this course and shared over 80+ reviews.
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10. Decision tree models in Python by Gianluca Malato Udemy Course
A course about decision trees, random forest, gradient boosting decision trees, XGBoost and extra trees in Python
At the time of writing, more than 0+ students have enrolled in this course and shared over 0+ reviews.
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