Red-black Trees Courses and Certifications

Data Structures and Algorithms: The Complete Bootcamp

2044 ratings at Udemy

Comprehensive Data Structures and Algorithms Guide: Learn, Visualize and Implement DSA Concepts from Basics to Advanced

• Udemy
• 20 hours 4 minutes
• On-Demand
• Paid Course

Trees and Graphs: Basics

187 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 5 minutes
• On-Demand
• Paid Course

Codio

C++: Linear Data Structures and Trees

Master essential data structures in C++ through hands-on coding - from linked lists and queues to advanced tree implementations. Practice with interactive exercises and build a strong foundation in algorithmic thinking.

• Coursera
• 16 hours 10 minutes
• On-Demand
• Paid Course

Data Structures and Algorithm Design Part II

Learn the basics of data structures and methods to design algorithms and analyze their performance.

• XuetangX
• On-Demand
• Free Online Course

Algorithmic Graph Theory and Data Structures

Master mathematical modeling and algorithmic analysis of graph problems through core algorithms, data structures, and complexity analysis for real-world applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online 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 Video

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

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 Video

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

Kernel Recipes

Faster and Fewer Page Faults in Linux Kernel - Kernel Recipes 2023

Explore Linux kernel improvements for faster, fewer page faults through large folios and Maple Tree VMA management, enhancing system performance and user code execution.

• YouTube
• 51 minutes
• On-Demand
• Free Video

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

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 Video

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
• Paid Course

数据结构(下)

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。

• XuetangX
• On-Demand
• Free Online Course