B-trees Courses and Certifications

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 Online Course

The Case for Learned Index Structures

Exploring learned index structures as alternatives to traditional database indexes, offering potential improvements in speed and memory efficiency for data retrieval and management.

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

Ordered Data Structures

871 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
• Free Online Course (Audit)

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

2904 ratings at Udemy

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

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

I/O-efficient algorithms

60 ratings at Coursera

Explore I/O-efficient algorithms for processing large datasets, focusing on memory hierarchy optimization, cache-aware and cache-oblivious techniques, sorting methods, and specialized data structures.

• Coursera
• 9 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Data Structure using C Programming

Learn essential data structures in C, from arrays to graphs, with hands-on implementation and analysis of algorithms for efficient programming and problem-solving skills.

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

Hussein Nasser

Database Engineering

Comprehensive exploration of database engineering concepts, from ACID transactions to advanced indexing techniques. Covers various database systems, performance optimization, and real-world applications.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Online Course

Future of FoundationDB Storage Engines

Explore FoundationDB's storage engine, its distributed architecture requirements, and a new design offering higher write throughput, smaller space footprint, and configurable long-running read transactions.

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

Strange Loop Conference

Exotic Functional Data Structures - Hitchhiker Trees

Explore functional data structures, B-trees, and fractal trees, leading to the innovative Hitchhiker tree for efficient, scalable, and persistent off-heap data storage in functional programming.

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

Hussein Nasser

How Discord Stores Trillions of Messages - Deep Dive

Explore Discord's journey from Cassandra to ScyllaDB, optimizing database performance for trillions of messages. Learn about distributed systems, data structures, and architectural improvements.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Online Course

Hussein Nasser

MongoDB Internal Architecture

Explore MongoDB's internal architecture evolution, focusing on document storage, retrieval, and index representation. Gain insights into efficient data management and database system fundamentals.

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

Hussein Nasser

B-Tree vs B+ Tree in Database Systems

Explore B-tree and B+ tree data structures in database systems, comparing their advantages, limitations, and real-world applications like MongoDB's index implementation challenges.

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

CppNow

The Proposed Boost B-tree Library

Explore B-trees and a proposed library for disk-resident associative containers, covering implementation, performance, and relation to C++ standard library containers.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

How to Write a Distributed Key Value Store in Rust Using CURP Protocol

Learn to implement a distributed key-value store in Rust using CURP protocol, exploring consensus, storage design, and testing techniques for distributed systems.

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

PASS Data Community Summit

Index Internals - RowStore, ColumnStore, and NoStore

Explore index internals in SQL Server, covering RowStore, ColumnStore, and NoStore structures. Learn when to use each type and understand their performance implications.

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