Algorithms and Data Structures Courses and Certifications

Career Certificate

Learn Data Structures and Algorithms in Python

1517 ratings at Boot.dev

Master Python algorithms and Big-O complexity while building skills to write performant code, tackle technical interviews, and understand fundamental computer science concepts.

• Boot.dev
• 32 hours
• Self-Paced
• Paid Course

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

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

831 ratings at Coursera

Explore advanced graph algorithms, NP-completeness, and strategies for tackling computationally intractable problems. Learn Bellman-Ford, Floyd-Warshall, and heuristic approaches for complex algorithmic challenges.

• Coursera
• 13 hours 27 minutes
• Self-Paced
• Paid Course

Programming Languages, Part B

789 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to become a more effective programmer and easily adapt to new languages.

• Coursera
• 16 hours 35 minutes
• Self-Paced
• Paid Course

Better Algorithms and Data Structures for BPF

Explore advanced algorithms and data structures for optimizing BPF performance in Linux systems, enhancing network processing and system observability.

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

Memorial University of Newfoundland

Data Structures and Algorithms

1 rating

Explore advanced data structures and algorithms, including sorting techniques, tree traversals, graph theory, and hash tables. Enhance problem-solving skills for efficient programming.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Design and Analysis of Algorithms

7 ratings

Comprehensive exploration of algorithm design and analysis, covering complexity, sorting, data structures, and optimization techniques for efficient problem-solving.

• YouTube
• 10 hours
• Self-Paced
• Free Video

Career Certificate

Mastering Algorithms and Data Structures in Python

2472 ratings at CodeSignal

Master essential Python data structures and algorithms through hands-on practice with hashing, sorting, linked lists, trees, and graphs. Build problem-solving skills for technical interviews and real-world applications.

• CodeSignal
• 16 hours
• Self-Paced
• Free Certificate
• 5 courses

Career Certificate

Mastering Algorithms and Data Structures in Java

1472 ratings at CodeSignal

Master essential Java data structures and algorithms, from linked lists to hash maps, with hands-on practice solving technical interview problems and optimizing code performance.

• CodeSignal
• 10 hours
• Self-Paced
• Free Certificate
• 4 courses

Caleb Curry

Data Structures and Algorithms

Master fundamental programming concepts: data structures, algorithms, complexity analysis, object-oriented principles, and essential data types like arrays, linked lists, stacks, queues, and hash tables.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

Data Structures and Algorithms

Comprehensive exploration of data structures and algorithms, covering arrays, linked lists, stacks, queues, trees, graphs, sorting, searching, and hashing techniques with practical implementations.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Career Certificate

Mastering Algorithms and Data Structures in JavaScript

935 ratings at CodeSignal

Master essential JavaScript algorithms and data structures through hands-on practice with hash tables, sorting methods, stacks, queues, and linked lists to solve complex programming challenges.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

程序设计与算法

2657 ratings at Coursera

系统培养程序设计与编写能力，从计算机基础到C/C++编程、算法和数据结构，配套在线编程测试，提供实践项目解决复杂问题的经验。

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 8 courses

Advanced Algorithms and Complexity

703 ratings at Coursera

Explore advanced algorithms for network flows, linear programming, NP-complete problems, and streaming. Learn to solve complex computational challenges and optimize real-world systems efficiently.

• Coursera
• 1 day 3 hours 15 minutes
• Self-Paced
• Paid Course

Ordered Data Structures

924 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
• Self-Paced
• Paid Course