Algorithms and Data Structures Courses and Certifications

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
• On-Demand
• Paid Course

NPTEL;  Chennai Mathematical Institute

Design and Analysis of Algorithms

8 reviews

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
• On-Demand
• Free Video

Algorithms

5 reviews

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

• edX
• 6 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Programming Languages, Part B

788 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
• On-Demand
• 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
• On-Demand
• Free Video

Memorial University of Newfoundland

Data Structures and Algorithms

1 review

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
• On-Demand
• Free Video

Design and Analysis of Algorithms

7 reviews

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

• YouTube
• 10 hours
• On-Demand
• Free Video

Paradigms of Computer Programming – Fundamentals

5 reviews

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 a week
• On-Demand
• Free Online Course (Audit)

Data Structures and Algorithms: Deep Dive Using Java

22476 ratings at Udemy

Learn about Arrays, Linked Lists, Trees, Hashtables, Stacks, Queues, Heaps, Sort algorithms and Search algorithms

• Udemy
• 16 hours 1 minute
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Java Data Structures & Algorithms + LEETCODE Exercises

13768 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 11 hours 7 minutes
• On-Demand
• Paid Course

Microcredential

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 a week
• On-Demand
• Paid Course
• 8 courses

Advanced Algorithms and Complexity

701 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
• On-Demand
• Paid Course

Easy to Advanced Data Structures

7659 ratings at Udemy

A complete guide to learning everything there is to know about data structures

• Udemy
• 8 hours 18 minutes
• On-Demand
• Paid Course