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.
Popular Algorithm Design Courses and Certifications
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Operations Research, Algorithms, Graph Theory, Linear Algebra, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming
Status: FreePrinceton University
Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Algorithms, Programming Principles, Computational Logic, Java Programming, Computer Hardware, Scalability
Status: FreeThe Chinese University of Hong Kong
Skills you'll gain: Operations Research, Applied Mathematics, Algorithms, Mathematical Modeling, Combinatorics, Computational Logic, Advanced Mathematics, Performance Tuning, Theoretical Computer Science, Simulations, Linear Algebra
Status: Free TrialSkills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
Status: Free TrialRice University
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
Status: Free TrialTsinghua University
Skills you'll gain: Data Structures, Algorithms, Vector Databases, Programming Principles, Computational Thinking, Computer Science, Performance Tuning
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Systems Design, Computer Architecture, Network Routing, Computational Logic, Electrical Engineering, Data Structures, Algorithms, Graph Theory, Mathematical Modeling, Calculus
Status: FreeJohns Hopkins University
Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Public Policies, Diversity Awareness, Data Ethics, Machine Learning
Status: PreviewPeking University
Skills you'll gain: Algorithms, Pseudocode, Mathematical Modeling, Theoretical Computer Science, Computational Thinking, Combinatorics, Applied Mathematics, Data Structures, Design Strategies
Status: FreeÉcole normale supérieure
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Mathematical Modeling, Probability
Status: NewStatus: PreviewNortheastern University
Skills you'll gain: Algorithms, Graph Theory, Computational Thinking, Programming Principles, Pseudocode, Theoretical Computer Science, Data Structures, Computer Programming, Performance Tuning, Scalability, Design Strategies
Status: Free TrialUniversity of Colorado System
Skills you'll gain: File I/O, Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Theoretical Computer Science, Programming Principles, Debugging
In summary, here are 10 of our most popular algorithm design courses
- Approximation Algorithms and Linear Programming : University of Colorado Boulder
- Computer Science: Algorithms, Theory, and Machines: Princeton University
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
- Data Structures and Algorithms: The Complete Masterclass: Packt
- Algorithmic Thinking (Part 2): Rice University
- Data Structures and Algorithms (I): Tsinghua University
- VLSI CAD Part II: Layout: University of Illinois Urbana-Champaign
- Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
- 算法设计与分析 Design and Analysis of Algorithms: Peking University
- Approximation Algorithms Part I: École normale supérieure
