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  • Theoretical Computer Science

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


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    U

    University of Illinois Urbana-Champaign

    Constructivism and Mathematics, Science, and Technology Education

    Skills you'll gain: Mathematics Education, Education Software and Technology, Research, Science and Research, Qualitative Research

    4.7
    Rating, 4.7 out of 5 stars
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    47 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Integral Calculus and Numerical Analysis for Data Science

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Building a Real-World Data Science Solution

    Skills you'll gain: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard, Interactive Data Visualization, Data Presentation, Model Evaluation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Amazon Web Services, Data Analysis, Data Integration, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management

    Beginner · Course · 1 - 3 Months

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    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Science, Machine Learning, Data Analysis, Data Preprocessing, Matlab, Technical Communication, Predictive Modeling, Data Manipulation, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Matrix Calculus for Data Science & Machine Learning

    Skills you'll gain: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment

    Intermediate · Course · 1 - 3 Months

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    Politecnico di Milano

    Being a researcher (in Information Science and Technology)

    Skills you'll gain: Research, Scientific Methods, Data Ethics, Data Sharing, Ethical Standards And Conduct, Informed Consent, Innovation, Intellectual Property, Data Integrity, Technical Writing

    4.8
    Rating, 4.8 out of 5 stars
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    208 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California, Santa Cruz

    The History of Medicine: Philosophy, Science, and Psychology

    Skills you'll gain: Healthcare Ethics, Pharmacology, Medical Science and Research, Mental and Behavioral Health Specialties, Medical History Documentation, Culture, Behavioral Health, Ancient History, Medical Practices and Procedures, World History, Public Health

    4.7
    Rating, 4.7 out of 5 stars
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    83 reviews

    Beginner · Course · 1 - 3 Months

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    University of Amsterdam

    Teaching in University Science Laboratories (Developing Best Practice)

    Skills you'll gain: Laboratory Experience, Laboratory Techniques, User Feedback, Experimentation, Research

    4.7
    Rating, 4.7 out of 5 stars
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    145 reviews

    Intermediate · Course · 1 - 3 Months

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    University of California, Irvine

    Leverage Data Science for a More Agile Supply Chain

    Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Inventory Control, Inventory Management, Supply Chain Management, Supply Chain, Inventory Accounting, Capacity Planning, Production Planning, Materials Management, Inventory Management System, Process Optimization, Forecasting, Operations Management, Operations Research, Resource Allocation, Capacity Management, Microsoft Excel, Performance Measurement

    4.5
    Rating, 4.5 out of 5 stars
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    542 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Erasmus University Rotterdam

    Mind of the Universe: Science in Progress

    Skills you'll gain: Creative Thinking, Research, Research Methodologies, Scientific Methods, Critical Thinking, Innovation

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    D

    Deep Teaching Solutions

    Rethinking Logic: Surprising Science of Critical Thinking

    Skills you'll gain: Critical Thinking, Curiosity, Deductive Reasoning, Independent Thinking, Open Mindset, Complex Problem Solving, Lifelong Learning, Growth Mindedness, Willingness To Learn, Systems Thinking, Cognitive flexibility, Decision Making, Social Sciences, Behavioral Economics, Scientific Methods

    4.8
    Rating, 4.8 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular theoretical computer science courses

  • Constructivism and Mathematics, Science, and Technology Education: University of Illinois Urbana-Champaign
  • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
  • Building a Real-World Data Science Solution : Coursera
  • Data Science Project: MATLAB for the Real World: MathWorks
  • Matrix Calculus for Data Science & Machine Learning: Packt
  • Being a researcher (in Information Science and Technology): Politecnico di Milano
  • Foundations of ML & Python for Data Science: Packt
  • The History of Medicine: Philosophy, Science, and Psychology: University of California, Santa Cruz
  • Teaching in University Science Laboratories (Developing Best Practice): University of Amsterdam
  • Leverage Data Science for a More Agile Supply Chain: University of California, Irvine

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