Red-black Trees Courses and Certifications

Trees and Graphs: Basics

104 ratings at Coursera

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 4 minutes
• On-Demand
• Free Online Course (Audit)

Data Structures and Algorithms (C# code in GitHub)

41 ratings at Udemy

Search, Sort, Binary Heaps, Binary Trees, Nary Trees (paired with C# implementations in an open source GitHub repo)

• Udemy
• 7 hours
• On-Demand
• Paid Course

NPTEL;  IIT Kharagpur

Introduction to Algorithms and Analysis

1 review

Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Online Course

Hackaday

Hackaday Supercon 2022 - Charles Lohr - Assembly in 2022 - Yes! We Still Use it and Here's Why

Explore assembly language's modern relevance, tools, and applications. Gain insights into low-level programming for optimizing projects and pushing hardware limits.

• YouTube
• 42 minutes
• On-Demand
• Free Online Course

USENIX

Optimizing Systems for Byte-Addressable NVM by Reducing Bit Flipping

Optimizing data structures and memory allocation to reduce bit flipping in byte-addressable non-volatile memory, improving power efficiency and memory longevity without compromising performance.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

Visualizing Persistent Data Structures

Explore persistent data structures through interactive animations, developing intuition for complex structures and their evolution over time while examining various properties and use cases.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk

CppNow

The Design and Evolution of a Pattern Matching Library for C++

Explore pattern matching in C++ with Mach7 library. Learn design principles, implementation techniques, and practical applications for efficient structural decomposition and algebraic data types.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Conference Talk

Refining Data Structure Implementations in the Linux Kernel for Improved Performance

Explore techniques to optimize Linux kernel data structures, enhancing performance through practical assessment, identification of improvement areas, and implementation of effective modifications.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Data Structures and Algorithm Design Part II | 数据结构与算法设计(下)

1 review

Learn the basics of data structures and methods to design algorithms and analyze their performance. 本课程旨在围绕各类数据结构的设计与实现，揭示其中的规律原理与方法技巧；同时针对算法设计及其性能分析，使学生了解并掌握主要的套路与手段。

• edX
• 8 weeks, 3-7 hours a week
• On-Demand
• Free Online Course (Audit)

Data Structures and Algorithms (III)

全面掌握散列和平衡二叉搜索树技术，学习设计哈希表、实现Splay树、红黑树和B树，并应用于范围查询等实际问题解决。

• Coursera
• 1 day 2 hours 47 minutes
• On-Demand
• Free Online Course (Audit)