Algorithms and Data Structures Courses and Certifications

Object-Oriented Data Structures in C++

3037 ratings at Coursera

Learn to code in C++, set up a development environment, and implement data structures as classes. Master memory management and engineer software solutions.

• Coursera
• 21 hours 18 minutes
• Self-Paced
• Paid Course

Algorithms on Strings

1090 ratings at Coursera

Explore key pattern matching concepts like tries, suffix trees, and Burrows-Wheeler transform. Learn efficient algorithms for text processing, genomic analysis, and information retrieval.

• Coursera
• 18 hours 49 minutes
• 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

How to Code: Complex Data

5 ratings

Learn how to design more complex programs, using new data structures, abstraction, and generative recursion.

• edX
• 6 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

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

829 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

NPTEL;  Chennai Mathematical Institute

Design and Analysis of Algorithms

8 ratings

Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.

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

Algorithms

5 ratings

Learn how to structure and use algorithms to solve real life problems.

• edX
• 6 weeks, 6-8 hours/week
• Self-Paced
• Free Certificate

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

Paradigms of Computer Programming – Fundamentals

5 ratings

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

• edX
• 6 weeks, 4-6 hours/week
• Self-Paced
• Free Certificate

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

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