Top Algorithm Design Courses - Learn Algorithm Design Online

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Algorithm Design

Algorithm Design Courses

Algorithm design courses can help you learn sorting algorithms, graph theory, dynamic programming, and complexity analysis. You can build skills in problem-solving, optimizing code efficiency, and understanding data structures like trees and hash tables. Many courses introduce tools such as Python, Java, or C++, along with frameworks for implementing algorithms, that support tasks in artificial intelligence, data analysis, and software development.

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Popular Algorithm Design Courses and Certifications

Status: Free
The Chinese University of Hong Kong
Solving Algorithms for Discrete Optimization
Skills you'll gain: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
4.8
Rating, 4.8 out of 5 stars
44 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Rice University
Algorithmic Thinking (Part 1)
Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming
4.6
Rating, 4.6 out of 5 stars
384 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Advanced Data Structures, RSA and Quantum Algorithms
Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Programming Principles, Computational Thinking, IBM Cloud, Advanced Mathematics
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
58 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Stanford University
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science
4.8
Rating, 4.8 out of 5 stars
1.3K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of California San Diego
Data Structures
Skills you'll gain: Data Structures, Algorithms, Data Storage, Programming Principles, Computer Programming, C++ (Programming Language), Java Programming, Java, File Management
4.6
Rating, 4.6 out of 5 stars
5.6K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Rice University
Algorithmic Thinking (Part 2)
Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Big Data, Python Programming, Data Analysis, Machine Learning Algorithms, Unsupervised Learning, Analysis
4.7
Rating, 4.7 out of 5 stars
219 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Approximation Algorithms and Linear Programming
Skills you'll gain: Operations Research, Algorithms, Graph Theory, Linear Algebra, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
52 reviews
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Algorithms and Problem-Solving in JavaScript
Skills you'll gain: Algorithms, Pseudocode, Javascript, Data Structures, Computational Thinking, Performance Tuning, Computer Programming, Solution Design, Object Oriented Programming (OOP), Debugging
Intermediate · Course · 1 - 4 Weeks
Status: Preview
Peking University
算法设计与分析 Design and Analysis of Algorithms
Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Computational Thinking, Combinatorics, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Data Structures, Operations Research, Design Strategies
4.7
Rating, 4.7 out of 5 stars
53 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
National Taiwan University
Operations Research (2): Optimization Algorithms
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Resource Allocation, Decision Making, Facility Management, Calculus, Business Analytics
4.9
Rating, 4.9 out of 5 stars
158 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Tsinghua University
Data Structures and Algorithms (I)
Skills you'll gain: Data Structures, Vector Databases, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science, Performance Tuning
3.1
Rating, 3.1 out of 5 stars
34 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Algorithms for DNA Sequencing
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences
4.7
Rating, 4.7 out of 5 stars
932 reviews
Mixed · Course · 1 - 4 Weeks

In summary, here are 10 of our most popular algorithm design courses

Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
Algorithmic Thinking (Part 1): Rice University
Advanced Data Structures, RSA and Quantum Algorithms: University of Colorado Boulder
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
Data Structures: University of California San Diego
Algorithmic Thinking (Part 2): Rice University
Approximation Algorithms and Linear Programming : University of Colorado Boulder
Algorithms and Problem-Solving in JavaScript: Packt
算法设计与分析 Design and Analysis of Algorithms: Peking University
Operations Research (2): Optimization Algorithms: National Taiwan University