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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: Preview
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    H

    H2O.ai

    H2O Label Genie Starter Track

    Skills you'll gain: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    생성형 AI: 챗봇 그 이상의 가치

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Product Strategy, Large Language Modeling, Google Cloud Platform, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Intel

    The Intel® AI Value

    Skills you'll gain: AI Enablement, AI Product Strategy, Artificial Intelligence, Technology Strategies, Company, Product, and Service Knowledge, Customer experience strategy (CX), Emerging Technologies, B2B Sales, Computer Hardware

    4.4
    Rating, 4.4 out of 5 stars
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    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI and Model Selection

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Personality Development & Self Growth

    Skills you'll gain: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Growth Mindedness, Overcoming Obstacles, Lifelong Learning, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Social Sciences, Emotional Intelligence, Cultural Diversity

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, Large Language Modeling, ChatGPT, Vision Transformer (ViT), Prompt Engineering, Artificial Intelligence, Artificial Neural Networks, Transfer Learning, Deep Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Siemens

    Expedite – Skills for Industry: Future of Industry

    Skills you'll gain: Sustainable Engineering, Cultural Diversity, Engineering Practices, Sustainable Technologies, Cultural Sensitivity, Data Ethics, Digital Transformation, Collaboration, Generative AI, Augmented and Virtual Reality (AR/VR), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cross-Functional Collaboration, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Computational Thinking for K-12 Educators Capstone

    Skills you'll gain: Algorithms, Programming Principles, Computational Thinking, Program Development, Code Review, Software Documentation, Debugging, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Plataformas para procesar datos no tradicionales​

    Skills you'll gain: Spatial Analysis, NoSQL, Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Big Data, MongoDB, File Systems, Databases, Apache Hadoop, Distributed Computing, Data Architecture, Cloud Computing, Apache Spark, Public Cloud, Database Systems, Data Processing, Scalability, Environmental Monitoring, Climate Change Programs

    4.3
    Rating, 4.3 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

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    P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 2

    Skills you'll gain: Project Management, Technical Management, Project Management Office (PMO), Program Management, Project Controls, Team Performance Management, Leadership, Agile Methodology, Stakeholder Management, Emotional Intelligence, Conflict Management, Business Acumen, Organizational Structure, Portfolio Management, Decision Making, Change Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

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

  • H2O Label Genie Starter Track: H2O.ai
  • 생성형 AI: 챗봇 그 이상의 가치: Google Cloud
  • The Intel® AI Value: Intel
  • GenAI and Model Selection: Coursera
  • Regression Analysis for Statistics & Machine Learning in R: Packt
  • Personality Development & Self Growth: EDUCBA
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Expedite – Skills for Industry: Future of Industry: Siemens
  • Computational Thinking for K-12 Educators Capstone: University of California San Diego
  • Plataformas para procesar datos no tradicionales​: Universidad de los Andes

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