Trees Courses and Certifications

Michael Penn

Trees, Leaves, and Euler's Number e

Explore the fascinating connection between trees, leaves, and the mathematical constant e in this engaging mathematical journey.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

CMU Database Group

Tree Indexes: B+Trees - Lecture 8

Explore B+Tree structures and their implementation in database systems, focusing on efficient data organization and retrieval techniques.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Master the Coding Interview: Data Structures + Algorithms

40428 ratings at Udemy

Ultimate coding interview bootcamp. Get more job offers, negotiate a raise: Everything you need to get the job you want!

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

Trees and Graphs: Basics

1 rating

Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data structures and basic traversal algorithms on graphs. This course also covers advanced topics such as kd-trees for spatial data and algorithms for spatial data.

• Coursera
• 1 day 10 hours 5 minutes
• Self-Paced
• Paid Course

Harvard Museum of Natural History

Reach for the Sky: How Trees Grow Towards Light

1 rating

Explore tree growth mechanisms, including the "tree muscle" and light-seeking behavior, through greenhouse experiments and scientific insights.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Coursera

Classification Trees in Python, From Start To Finish

233 ratings at Coursera

Learn to build and optimize Classification Trees using Python, handling real-world data challenges like missing values and categorical variables. Implement Cost Complexity Pruning and Cross Validation for improved model performance.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Trees, SVM and Unsupervised Learning

Explore support vector machines, neural networks, decision trees, and XG boost for predictive modeling. Learn data representation through PCA and clustering for practical applications in data science.

• Coursera
• 12 hours 59 minutes
• Self-Paced
• Paid Course

Data Structures and Performance

6 ratings

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• Self-Paced
• Paid Course

Resilient Trees in a Changing Climate (Live Online)

141 ratings at CourseHorse

Discover climate-resilient tree species that can thrive in urban environments and help mitigate the effects of climate change.

• CourseHorse
• 2 hours
• Self-Paced
• $65.00

Connectivity and Trees - Lecture 13

Explore graph connectivity and tree structures through optimization problems like finding shortest and fastest routes in this MIT mathematics lecture.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Fields Institute

Trees with Flowers

Explore the mathematical concept of trees with flowers in this presentation by Ricardo Gómez Aíza from Instituto de Matematicas UNAM at the AofA 2025 conference.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Linnean Society

Being Tree-ish - Notes on The Genius of Trees

Discover how trees have shaped our planet through biochemistry, manipulating fire, water, air and earth while building complex relationships with plants and animals around them.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Fields Institute

The Power of Trees

Explore the mathematical foundations and applications of tree structures in set theory through advanced theoretical concepts and proofs.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

BIMSA

Tropical Mirror Symmetry via Topological Quantum Mechanics on Trees

Explore tropical mirror symmetry through topological quantum mechanics on trees in this advanced mathematical physics presentation by Vyacheslav Lysov.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Recursive Data Types - Trees - 2

Explore tree structures and their recursive properties through practical examples and implementation techniques.

• YouTube
• 40 minutes
• Self-Paced
• Free Video