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: FreeÉcole normale supérieure
Skills you'll gain: Sampling (Statistics), Physics, Simulations, Computational Logic, Numerical Analysis, Markov Model, Quantitative Research, Algorithms, Applied Mathematics, Linear Algebra, Integral Calculus
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Algorithms, Computational Thinking, Debugging, Program Development, Software Testing, Data Structures, Theoretical Computer Science, Computer Programming, Test Case
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Architecture, Computer Systems, Hardware Architecture, Programming Principles, Computational Logic, Systems Architecture, Computer Hardware, Embedded Systems, Computer Programming Tools, Digital Signal Processing
Status: Free TrialDuke University
Skills you'll gain: Programming Principles, Software Development, Algorithms, C (Programming Language), Computer Programming, Problem Solving
Status: NewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Theoretical Computer Science, Computer Programming, System Software, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Technical Analysis
Status: Free TrialJohns Hopkins University
Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
Status: NewStatus: PreviewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Science, Machine Learning Algorithms, Solution Design, Problem Solving, Mathematical Theory & Analysis
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Computational Thinking, Data Storage Technologies, Advanced Mathematics, Emerging Technologies, Python Programming
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Object Oriented Design, Unified Modeling Language, Object Oriented Programming (OOP), Test Driven Development (TDD), JUnit, Java, Unit Testing, Software Testing, Software Engineering, Development Testing, Java Programming, Test Case, Program Development, Software Design, Systems Analysis, Integration Testing, Conceptual Design
Status: NewStatus: Free TrialBirla Institute of Technology & Science, Pilani
Skills you'll gain: Mathematical Theory & Analysis, Theoretical Computer Science, Programming Principles, Computer Engineering, Computational Thinking, Cryptography, Algorithms, Applied Mathematics, Probability & Statistics, Data Management
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
Skills you'll gain: Computational Thinking, Theoretical Computer Science, Mathematical Modeling, Systems Analysis, Performance Testing, Embedded Systems, Graph Theory, Technical Documentation, Model Evaluation, Algorithms
In summary, here are 10 of our most popular theoretical computer science courses
- Statistical Mechanics: Algorithms and Computations: École normale supérieure
- Algorithmic Toolbox: University of California San Diego
- Introduction to Computing Systems: Birla Institute of Technology & Science, Pilani
- Programming Fundamentals: Duke University
- Formal Languages and Applications: Birla Institute of Technology & Science, Pilani
- Statistical Methods for Computer Science: Johns Hopkins University
- Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
- Advanced Data Structures, RSA and Quantum Algorithms: University of Colorado Boulder
- Object-Oriented Analysis and Design: Foundations & Concepts: University of Colorado Boulder
- Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani
