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: PreviewUniversity of Colorado Boulder
Skills you'll gain: Generative AI, Artificial Intelligence, Education Software and Technology, AI Enablement, Responsible AI, Prompt Engineering, Large Language Modeling, ChatGPT, Emerging Technologies
Status: Free TrialAlberta Machine Intelligence Institute
Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Classification Algorithms, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Data Validation, Machine Learning, Decision Tree Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Project Management
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Computer Science, Probability
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science
Status: Free TrialCodio
Skills you'll gain: Algorithms, C++ (Programming Language), Data Structures, Computer Programming, Computational Thinking, Technical Design
Status: Free TrialJohns Hopkins University
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences
Status: FreeThe Chinese University of Hong Kong
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
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Text Mining, Theoretical Computer Science, Computational Thinking
Status: Free TrialIndian School of Business
Skills you'll gain: Financial Trading, Accruals, Securities Trading, Performance Measurement, Technical Analysis, Market Trend, Portfolio Management, Portfolio Risk, Investment Management, Backlogs, Risk Analysis, Equities, Financial Analysis
Status: PreviewPeking University
Skills you'll gain: Algorithms, Pseudocode, Mathematical Modeling, Theoretical Computer Science, Computational Thinking, Combinatorics, Applied Mathematics, Data Structures, Design Strategies
Status: PreviewFred Hutchinson Cancer Center
Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Predictive Analytics, Record Keeping, Diversity Awareness, Health Equity, Model Evaluation, Case Studies
28DIGITAL
Skills you'll gain: File I/O, Data Structures, Theoretical Computer Science, Data Storage Technologies, Algorithms, Graph Theory, Data Access, Performance Tuning
In summary, here are 10 of our most popular algorithm design courses
- AI for Course Design: University of Colorado Boulder
- Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University
- Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
- C++: Algorithms: Codio
- Algorithms for DNA Sequencing: Johns Hopkins University
- Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
- Algorithms on Strings: University of California San Diego
- Advanced Trading Algorithms: Indian School of Business
- 算法设计与分析 Design and Analysis of Algorithms: Peking University
