Trees Courses and Certifications

Packt

Intermediate Data Structures & Algorithmic Patterns

Master advanced data structures and algorithms using Python. Explore stacks, queues, binary search, and binary trees while solving real-world LeetCode problems with sliding window, two-pointer, and tree traversal techniques.

• Coursera
• 11 hours
• Self-Paced
• Paid Course

EDUCBA

XML Practical - Document Object Model

Master XML DOM manipulation through hands-on practice with node creation, traversal, modification, and advanced attribute handling techniques for dynamic XML content management.

• Coursera
• 6 hours 34 minutes
• Self-Paced
• Paid Course

Coursera

Choose Optimal Data Structures for ML

Master optimal data structure selection for ML systems to achieve 2x-10x performance improvements in Java-based enterprise applications through hands-on implementation.

• Coursera
• 4 hours 23 minutes
• Self-Paced
• Paid Course

Packt

Advanced Data Structures and Algorithm Optimization

Master advanced data structures including recursion, trees, heaps, dynamic programming, and graph algorithms to design optimized solutions for complex coding challenges and technical interviews.

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

Coursera

Solve Tree Problems with Java Recursion

Master recursive tree algorithms in Java while building stack-safe solutions that handle enterprise-scale datasets without memory failures or crashes.

• Coursera
• 4 hours 10 minutes
• Self-Paced
• Paid Course

Decision Trees and Ensemble Methods

Explore decision trees, ensemble methods, and advanced techniques like random forests and boosting algorithms for improved machine learning model performance.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Simple Snippets

AVL Tree Insertion Example with Diagram & Explanation - AVL Trees - DSA

Comprehensive tutorial on AVL tree insertion, covering various rotation cases with diagrams and solved problems. Ideal for understanding self-balancing binary search trees in data structures.

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

Abhishek Thakur

What Are Decision Trees and How Do They Work - From Scratch

Comprehensive guide to decision trees in machine learning, covering basics, implementation, and advanced concepts using real-world examples and scikit-learn comparisons.

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

Kunal Kushwaha

Segment Trees Tutorial - Range Queries - Interview Questions

Comprehensive tutorial on segment trees for efficient range queries in coding interviews. Covers theory, implementation, and practical examples with hands-on coding.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Neural Networks Are Decision Trees - With Alexander Mattick

Exploring the equivalence between neural networks and decision trees, discussing interpretability, computational advantages, and potential collaborations between the two approaches.

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

NDC Conferences

Using C# Expression Trees in the Real World

Unravel expression trees in C#, exploring their power in Entity Framework and AutoMapper. Learn creation, usage, and real-world applications for efficient data access and mapping.

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

CG Cookie

Create Stylized Trees in Blender 2.8 - Eevee Island Environment Tutorial - Part 1

Learn to create stylized trees and island environments in Blender 2.8 using Eevee. Master link-based workflows and efficient asset creation techniques for large-scale scenes.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video

Simple Snippets

AVL Tree Deletion Working with Diagram & Explanation - AVL Trees - DSA

Detailed walkthrough of AVL tree deletion with diagrams, focusing on node removal and tree rebalancing. Includes step-by-step problem-solving and practical implementation insights.

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

Greg Benz Photography

Refine Mask Tool for Beautiful Trees When Blending Exposures

Master Photoshop's Refine Mask tool for seamless blending of exposures, focusing on trees and skylines. Learn edge detection, adjustment techniques, and output options for stunning results.

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

Sundeep Saradhi Kanthety

Rotations in AVL Trees - Data Structures

Learn about the four rotations in AVL trees for balancing nodes during insertion and deletion operations, including LL, RR, LR, and RL rotations.

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