B-trees Courses and Certifications

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
• On-Demand
• Free Video

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

201 ratings at Udemy

Learn Indexing in Database Management Systems with no prerequisites

• Udemy
• 14 hours 28 minutes
• On-Demand
• Paid Course

CMU Database Group

Index Concurrency Control - Lecture 9

Explore index concurrency control techniques in database systems, covering locking protocols and optimizations for efficient multi-threaded access to B+ tree indexes.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

CMU Database Group

SplinterDB: A Key-Value Store for Modern Storage Devices - Lecture

Explore SplinterDB, a key-value store optimized for modern storage devices. Learn about its architecture, performance benefits, and comparison with other data structures.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Simple Snippets

Deleting Key in B-Tree Data Structure - Deletion Process with Example

Comprehensive tutorial on deleting keys in B-Tree data structures, covering the deletion process with step-by-step examples and diagrams for better understanding.

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

CMU Database Group

Index Concurrency Control - Lecture 10

Explore index concurrency control techniques in database systems, covering locking protocols and optimizations for efficient multi-threaded access to B+tree indexes.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Conf42

Architectural Best Practices for Large-Scale Data Systems

Explore architectural best practices for large-scale data systems, covering storage structures, partitioning strategies, conflict resolution, and system design approaches for optimal performance and scalability.

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

Hussein Nasser

B-Tree vs B+Tree in Production Database Systems

Explore practical B-Tree and B+Tree implementations in production databases like PostgreSQL and MySQL, understanding performance benefits and real-world considerations.

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

USENIX

Selective On-Device Execution of Data-Dependent Read I/O

Explore the benefits of on-device functions for data-dependent read I/O requests on read-only on-disk data structures, showing performance improvements in B+-tree key-value stores and WiredTiger.

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

CMU Database Group

More Indexes and Filters - CMU Intro to Database Systems - 09

Dive into advanced database indexing techniques and filtering strategies to optimize query performance and data retrieval efficiency.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

CMU Database Group

B+Tree Data Structure - CMU Intro to Database Systems #08

Explore B+Tree data structures and their implementation in database systems through CMU's comprehensive database systems curriculum.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Ordered Data Structures

923 ratings at Coursera

Explore efficient data structures for ordered sequences, including arrays, linked lists, trees, and heaps. Learn algorithm complexity analysis for faster searching and sorting.

• Coursera
• 18 hours 41 minutes
• On-Demand
• Paid Course

Algorithms Data Structures in Java #1 (+INTERVIEW QUESTIONS)

3177 ratings at Udemy

Basic Algorithms and Data Structures: AVL tree, Binary Search Trees, Arrays, B Trees, Linked Lists, Stacks and HashMaps

• Udemy
• 21 hours 57 minutes
• On-Demand
• Paid Course

数据库系统（下）：管理与技术

数据库管理系统(DBMS)是数据库系统的核心，本课程探讨DBMS本身的实现技术，即算法和系统性能相关的内容。学好本课程对今后从事大数据系统开发、数据库管理系统开发和系统软件开发有重要帮助。 ​

• XuetangX
• On-Demand
• Free Online Course

Advanced Algorithms and Data Structures in Python

69 ratings at Udemy

Fenwick trees, Caches, Splay Trees, Prefix Trees (Tries), Substring-Search Algorithms and Travelling Salesman Problem

• Udemy
• 10 hours 21 minutes
• On-Demand
• Paid Course