Theoretical Computer Science Courses
Theoretical computer science courses can help you learn algorithms, computational complexity, automata theory, and formal languages. You can build skills in problem-solving, mathematical reasoning, and algorithm analysis, that support tackling complex computational tasks. Many courses introduce tools like Python for algorithm implementation, LaTeX for typesetting mathematical documents, and software for simulating automata, allowing you to apply these concepts in practical scenarios.
Popular Theoretical Computer Science Courses and Certifications
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Python Programming, Computer Science, Program Development
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Algorithms, Performance Tuning, Functional Design, Performance Testing, Computer Programming
- Status: Free Trial
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Algorithms, Functional Design, Other Programming Languages, Java, Performance Tuning
Status: NewStatus: PreviewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Algorithms, Programming Principles, Data Management, Computational Thinking, Tree Maps, Data Manipulation, C and C++, Software Design, Analysis, Problem Solving, Complex Problem Solving
Status: PreviewPohang University of Science and Technology(POSTECH)
Skills you'll gain: Blockchain, Application Development, Cloud Applications, Payment Systems, Cryptography, Investments, FinTech, Digital Assets, Open Source Technology, Distributed Computing, Microservices, E-Commerce, Transaction Processing, Interoperability, Algorithms, Scalability, Governance
Status: PreviewUniversity of Toronto
Skills you'll gain: Programming Principles, Debugging, Software Documentation, Python Programming, Computer Programming, Program Development, Integrated Development Environments, Data Structures, File Management
Status: PreviewNortheastern University
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Software Development, Scalability
Status: NewStatus: PreviewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Science, Machine Learning Algorithms, Solution Design, Problem Solving, Mathematical Theory & Analysis, Scalability
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Probability & Statistics, Probability
Status: Free TrialRice University
Skills you'll gain: Computational Thinking, Algorithms, Bioinformatics, Data Structures, Big Data, Python Programming, Data Analysis, Machine Learning Algorithms, Unsupervised Learning, Analysis
Status: NewStatus: PreviewNortheastern University
Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Pseudocode, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Probability, Probability & Statistics
Status: Free TrialTsinghua University
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Computer Programming
In summary, here are 10 of our most popular theoretical computer science courses
- Mathematical Thinking in Computer Science: University of California San Diego
- Parallel programming (Scala 2 version): École Polytechnique Fédérale de Lausanne
- Parallel programming: École Polytechnique Fédérale de Lausanne
- Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
- Blockchain Theory and Applications Ⅱ: Pohang University of Science and Technology(POSTECH)
- Learn to Program: The Fundamentals: University of Toronto
- Data Structures & Algos: Software Development Skills: Northeastern University
- Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University
- Algorithmic Thinking (Part 2): Rice University
