Data Structures Courses and Certifications

Insights into Mathematics

Maxel Algebra II - Data Structures in Mathematics

Exploring maxel algebra as an extension of matrix algebra, focusing on diagonal maxels and their role in projecting and restricting maxels, revealing nested matrix algebra structures.

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

Insights into Mathematics

Maxel Theory - New Thinking About Matrices - Data Structures Math Foundations 168

Exploring maxel theory and its impact on linear algebra, focusing on pixel geometry and matrix multiplication for new insights into matrix algebra.

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

Insights into Mathematics

Four Basic Combinatorial Counting Problems in Data Structures - Math Foundations 162

Explores four fundamental combinatorial counting problems for lists, ordered sets, sets, and multisets, providing insights into mathematical data structures and their enumeration.

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

Scala Days Conferences

Visualize Your Data Structures

Explore Reftree, a Scala library for creating diagrams and animations of data structures. Learn how functional programming techniques enhance visualization implementation.

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

Rust

Caches and You: Optimizing Rust Data Structures for CPU Performance - Rust Cologne

Explore CPU caching, memory allocation, and data structures in Rust to optimize code performance. Learn efficient programming techniques for better cache utilization.

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

CppNow

Lockfree Programming Part 2 - Data Structures

Explore advanced lockfree programming techniques, focusing on data structures like stacks and queues, while addressing challenges such as ABA problems and memory ordering.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Conference Talk

Great Learning

Java Data Structures

Master essential data structures in Java: arrays, stacks, queues, linked lists, trees, graphs, and hash tables. Gain practical implementation skills and understand their applications and trade-offs.

• YouTube
• 5 hours 26 minutes
• Self-Paced
• Free Video

Great Learning

Java Data Structures

Comprehensive exploration of Java data structures, from arrays to graphs, with practical implementations and in-depth explanations of key concepts like trees, heaps, and hash tables.

• YouTube
• 7 hours 31 minutes
• Self-Paced
• Free Video

Java

Implementing Efficient Data Structures and Algorithms in Java - Keynote

Explore advanced Java concepts with Guy Steele, covering set implementations, tail calls, modularity, and parallelism. Gain insights into JVM optimization and cutting-edge Java features.

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

Java

Lightweight Relations - Efficient Many-to-Many Data Structures in Java

Efficient implementation of multi-maps and many-to-many relations in Java, focusing on memory optimization and performance enhancements for large-scale data processing.

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

Simons Institute

Introduction to Data Structures and Optimization for Fast Algorithms

Explore essential data structures and optimization techniques for designing efficient algorithms, enhancing problem-solving skills in computer science and software engineering.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• 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
• Self-Paced
• Conference Talk

Great Learning

Merge Sort Algorithm Using Java - Sorting Algorithm in Data Structures

Great Learning brings you this video “Merge Sort Algorithm”, aimed at helping you understand this specific type of algorithm. This video will help you understand the implementation of Merge sort algorithms and its analysis.

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

Great Learning

Top 5 Sorting Algorithms - Data Structures and Algorithms - Sorting Algorithms

Explore five key sorting algorithms: Bubble, Selection, Insertion, Quick, and Merge. Learn concepts, implementations, time/space complexity, and compare their efficiency for various scenarios.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

JetBrains

Do It Yourself: Collections - Extending Map Data Structures

Hands-on demo extending Map to create MultiSet and MultiValuedMap. Learn to design new collections, add APIs, and implement safeguards using TDD and JDK data structures.

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