Algorithms and Data Structures Courses and Certifications

Computer Science: Algorithms, Theory, and Machines

788 ratings at Coursera

Explore algorithms, theory, and machines in computer science. Learn about sorting, data structures, computational theory, and computer architecture. Gain insights into the field's history and fundamental concepts.

• Coursera
• 20 hours 4 minutes
• Self-Paced
• Free Online Course

Data Structures and Algorithms (I)

34 ratings at Coursera

通过学习本课程，你将掌握向量和列表，评估数据结构和算法的复杂度，分析算法的空间/时间复杂度，理解和实现基本排序和搜索算法，并解决实际问题。

• Coursera
• 1 day 1 hour 38 minutes
• Self-Paced
• Paid Course

Career Certificate

Learn Data Structures and Algorithms 2 in Python

138 ratings at Boot.dev

Master advanced algorithms in Python, from Dijkstra's and A* Search to Dynamic Programming and Linear Programming. Enhance problem-solving skills and optimize code performance for complex computational challenges.

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

Data Structures and Algorithms (II)

全面掌握栈、队列、二叉树、图和BST的结构、算法及应用。学习实现这些数据结构，并运用于解决实际问题，如霍夫曼编码、图遍历和AVL树。

• Coursera
• 1 day 12 hours 54 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms (IV)

全面掌握优先级队列、字符串匹配和高级排序算法，包括桶排序、堆排序、KMP等。学习实现和分析这些数据结构和算法，提升编程和问题解决能力。

• Coursera
• 1 day 1 hour 18 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms (III)

全面掌握散列和平衡二叉搜索树技术，学习设计哈希表、实现Splay树、红黑树和B树，并应用于范围查询等实际问题解决。

• Coursera
• 1 day 2 hours 47 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms

Build a solid foundation in data structures and algorithms, the key to writing efficient code and acing technical interview challenges. You'll learn Big O, recu

• Scrimba
• 2 hours 28 minutes
• Self-Paced
• Paid Course

Programming Languages, Part C

463 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to write elegant, reusable code and gain a deeper understanding of programming paradigms.

• Coursera
• 18 hours 2 minutes
• Self-Paced
• Paid Course

Unordered Data Structures

557 ratings at Coursera

Explore hash tables, disjoint sets, and graphs. Learn data structures and algorithms for unordered data, including graph traversal and shortest path finding.

• Coursera
• 20 hours 31 minutes
• Self-Paced
• Paid Course

Algorithms for Searching, Sorting, and Indexing

544 ratings at Coursera

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters.

• Coursera
• 1 day 11 hours 8 minutes
• Self-Paced
• Paid Course

Operations Research (1): Models and Applications

586 ratings at Coursera

This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.

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

Data Structures and Algorithms: Deep Dive Using Java

22519 ratings at Udemy

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

• Udemy
• 16 hours 1 minute
• Self-Paced
• Paid Course

École normale supérieure

Approximation Algorithms Part I

558 ratings at Coursera

Explore approximation algorithms for NP-hard problems using linear programming and randomized rounding techniques. Learn to design efficient solutions with provable guarantees for combinatorial optimization challenges.

• Coursera
• 1 day 12 hours 54 minutes
• Self-Paced
• Free Online Course

Career Certificate

Mastering Algorithms and Data Structures in C++

127 ratings at CodeSignal

Master essential C++ data structures and algorithms, from hashing and maps to linked lists and sorting techniques. Gain practical skills for implementing efficient solutions and solving complex programming challenges.

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

Career Certificate

Mastering Algorithms and Data Structures in C#

100 ratings at CodeSignal

Master essential algorithms and data structures in C# through hands-on implementation of hash tables, sorting methods, stacks, queues, and linked lists for efficient problem-solving and optimization.

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