Trees Courses and Certifications

Coursera

Build & Evaluate Decision Trees for ML

Master decision tree algorithms in Java using Weka and Smile libraries. Build, tune, and evaluate models with entropy, Gini index, and cross-validation techniques for real-world ML applications.

• Coursera
• 4 hours 8 minutes
• Self-Paced
• Paid Course

Coursera

Grow Trees & Powerful Ensembles

Master advanced tree-based modeling with CART construction, ensemble methods (bagging, boosting, stacking), and production deployment assessment using scikit-learn and XGBoost.

• Coursera
• 4 hours 5 minutes
• Self-Paced
• Paid Course

Packt

3D Trees with Blender Geometry Nodes

Master realistic 3D tree creation using Blender's Geometry Nodes, from basic structure to advanced details like branches, roots, leaves, and dynamic particle effects.

• Coursera
• 5 hours 6 minutes
• Self-Paced
• Paid Course

Coursera

Navigate Pages & Trees

Master page hierarchy, breadcrumb navigation, and scalable page trees. Practice predicting navigation changes, designing structures, and using sidebar shortcuts for better governance and collaboration.

• Coursera
• 1 hour 18 minutes
• Self-Paced
• Paid Course

Data Structures & Performance Analysis​

Master data structures and algorithms in Python to build efficient and optimized solutions.

• OpenLearning
• 10 hours
• Self-Paced
• Paid Course

Decision trees and dealing with uncertainty

3 ratings at OpenLearn

This free course introduces basic ideas of probability. It focuses on dealing with uncertainty in a financial context and explores decision trees, a powerful decision-making technique, which can ...

• OpenLearn
• 5 hours
• Self-Paced
• Free Certificate

TED

How Trees Talk to Each Other

Discover the hidden social network of forests as ecologist Suzanne Simard reveals groundbreaking research on tree communication, challenging our perception of nature and inspiring a new understanding of ecosystem interconnectedness.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Studying mammals: Life in the trees

3 ratings at OpenLearn

David Attenborough looks at life in the trees: examining how species have evolved to cope with arboreal living. In this free course, Studying mammals: Life in the trees, you will learn how lemurs, ...

• OpenLearn
• 10 hours
• Self-Paced
• Free Certificate

Advanced AI for Games; Behaviour Trees (Unity 6 Compatible)

352 ratings at Udemy

Create your own Behaviour Tree API in C# and apply it in the Unity Game Engine

• Udemy
• 7 hours 17 minutes
• Self-Paced
• Paid Course

Decision Trees, Random Forests, Bagging & XGBoost: R Studio

242 ratings at Udemy

Decision Trees and Ensembling techinques in R studio. Bagging, Random Forest, GBM, AdaBoost & XGBoost in R programming

• Udemy
• 5 hours 56 minutes
• Self-Paced
• Paid Course

Database Management Final Part (5): Indexing,B Trees,B+Trees

202 ratings at Udemy

Learn Indexing in Database Management Systems with no prerequisites

• Udemy
• 14 hours 28 minutes
• Self-Paced
• Paid Course

Machine Learning: Random Forests & Decision Trees

122 ratings at Codecademy

Explore decision trees and random forests for pattern recognition in data, learning implementation techniques and understanding model limitations for effective machine learning applications.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Learn Advanced Data Structures with Python: Trees

25 ratings at Codecademy

Explore tries and binary indexed trees for efficient search implementations in Python, enhancing your skills in advanced data structures and algorithms.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

How to Grow Anything: Make Your Trees and Shrubs Thrive

18 ratings at The Great Courses Plus

Learn expert strategies for selecting, planting, and maintaining thriving trees and shrubs in various landscapes and climates. Gain practical skills for year-round care and landscape restoration.

• The Great Courses Plus
• 6 hours 3 minutes
• Self-Paced
• Free Trial Available

How To Grow Anything: Make Your Trees & Shrubs Thrive

Discover techniques for selecting, growing and maintaining gorgeous trees and shrubs that will transform your outdoor spaces into the relaxing oasis...

• Craftsy
• 6 hours 3 minutes
• Self-Paced
• $169.00