Algorithms and Data Structures Courses and Certifications

Ordered Data Structures

923 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
• On-Demand
• Paid Course

Master the Coding Interview: Big Tech (FAANG) Interviews

5908 ratings at Udemy

Ace the Google, Amazon, Meta, Microsoft, Netflix coding interviews. Step by step guide for their toughest questions!

• Udemy
• 1 day 12 hours 50 minutes
• On-Demand
• Paid Course

Computer Science: Algorithms, Theory, and Machines

751 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
• On-Demand
• Paid Course

Introduction to Algorithms

2 reviews

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• MIT OpenCourseWare
• 42 hours
• On-Demand
• Free Video

Competitive Programming Essentials, Master Algorithms

2647 ratings at Udemy

Master competitive coding techniques - maths, number theory, dynamic programming, advanced data structures & algorithms

• Udemy
• 2 days 8 hours 42 minutes
• On-Demand
• Paid Course

Data Structures Concepts & Singly Linked List Implementation

2476 ratings at Udemy

Data Structures Concepts & Singly Linked List Implementation

• Udemy
• 1 hour 39 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Complexity Theory - Running Time Analysis of Algorithms

2417 ratings at Udemy

Learn Asymptotic Complexity, Running Times Analysis (O, Ω, θ) and Complexity Classes (P and NP)

• Udemy
• 1 hour 56 minutes
• On-Demand
• Free Online 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Particle Swarm Optimization in MATLAB

1966 ratings at Udemy

A video tutorial on PSO and its implementation in MATLAB from scratch

• Udemy
• 1 hour 21 minutes
• On-Demand
• Free Online Course

Optimization with Python: Solve Operations Research Problems

1948 ratings at Udemy

Solve optimization problems with CPLEX, Gurobi, Pyomo... using linear programming, nonlinear, evolutionary algorithms...

• Udemy
• 12 hours 47 minutes
• On-Demand
• Paid Course

Optimization problems and algorithms [2024]

1677 ratings at Udemy

Understand, Formulate & Tackle Optimization Problems Using Heuristic Algorithms in Matlab

• Udemy
• 8 hours 4 minutes
• On-Demand
• Paid Course

Paradigms of Computer Programming – Abstraction and Concurrency

5 reviews

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)