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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 Trial
    Free Trial
    I

    IBM

    Applied Data Science with R

    Skills you'll gain: Dashboard, Relational Databases, Data Wrangling, Rmarkdown, Data Visualization, Data Visualization Software, Plot (Graphics), Exploratory Data Analysis, Shiny (R Package), Ggplot2, SQL, Model Evaluation, Data Collection, Interactive Data Visualization, Data Transformation, Leaflet (Software), Databases, R Programming, Data Structures, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Computer Vision: Face Recognition Quick Starter in Python

    Skills you'll gain: Computer Vision, Python Programming, Image Analysis, Real Time Data, Classification Algorithms, Development Environment, Deep Learning, Software Installation, Algorithms

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Building a Data Science Team

    Skills you'll gain: Employee Onboarding, Team Motivation, Interviewing Skills, Organizational Leadership, Team Management, Team Building, Team Leadership, Technical Management, Data Infrastructure, Recruitment, Data Science, Data Analysis, Cross-Functional Collaboration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Pandas for Data Science

    Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Query Languages, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Science of Movement

    Skills you'll gain: Kinesiology, Electrophysiology, Rehabilitation, Exercise Science, Human Musculoskeletal System, Sports Medicine, Physical Therapy, Neurology, Physiology, Geriatrics, Control Systems, Coordination, Anatomy, Cell Biology, Biology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Translational Science

    Skills you'll gain: Health Disparities, Health Equity, Medical Science and Research, Research, Community Health, Clinical Research, Public Health, Research Design, Science and Research, Diversity Awareness, Scientific Methods, Research Methodologies, Mentorship

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Data Science for Professionals

    Skills you'll gain: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Essentials of Sensory Science

    Skills you'll gain: Experimentation, Product Testing, Laboratory Testing, Laboratory Experience, Food and Beverage, Consumer Behaviour, Scientific Methods, Systems Of Measurement, Case Studies, Quality Assurance, Physiology, Research Design, Usability Testing, Science and Research, Data Collection, Statistical Analysis, Nutrition and Diet, Human Factors, Anatomy, Product Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    70 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Matplotlib, Computational Logic, Theoretical Computer Science, Graph Theory, Data Visualization Software, Algebra, Python Programming, Data Analysis, Computational Thinking, Algorithms, Logical Reasoning, Data Manipulation, Statistical Analysis, Data Structures, Data Science, Computer Science, Advanced Mathematics, Numerical Analysis, Applied Mathematics

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    P

    Packt

    Jetson Nano Starter to Pro - A Computer Vision Course

    Skills you'll gain: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Artificial Intelligence, Transfer Learning, System Configuration, Deep Learning, Real Time Data, Performance Tuning, Model Deployment, Development Environment, Software Installation

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of California, Davis

    SQL für Data Science

    Skills you'll gain: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Applied Data Science with R: IBM
  • Computer Vision: Face Recognition Quick Starter in Python: Packt
  • Building a Data Science Team: Johns Hopkins University
  • Pandas for Data Science: Duke University
  • The Science of Movement: University of Colorado Boulder
  • Introduction to Translational Science : University of Michigan
  • Data Science for Professionals: Coursera
  • Essentials of Sensory Science: University of California, Davis
  • BSc Data Science: University of Huddersfield
  • Jetson Nano Starter to Pro - A Computer Vision Course: Packt

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