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  • Computational Thinking

Computational Thinking Courses

Computational thinking courses can help you learn problem decomposition, pattern recognition, algorithmic design, and abstraction techniques. You can build skills in logical reasoning, data analysis, and effective solution development across various applications, from programming to data science. Many courses introduce tools like Python, Scratch, and various simulation software, demonstrating how these skills can be applied to solve complex problems in fields such as artificial intelligence, robotics, and software development.


Popular Computational Thinking Courses and Certifications


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    R

    Rice University

    English and Academic Preparation - Pre-Collegiate

    Skills you'll gain: Oral Comprehension, Critical Thinking, Learning Strategies, Active Listening, Literacy, English Language, Vocabulary, Grammar, Research, Analytical Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    588 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Modeling, Problem Solving, Combinatorics, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    455 reviews

    Intermediate · Course · 1 - 4 Weeks

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    A

    AI CERTs

    AI Tools, Data, and Experience Design

    Skills you'll gain: User Research, UI/UX Research, Prototyping, Design Research, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Artificial Intelligence, Experience Design, User Centered Design, Prompt Patterns, User Interface (UI), Design, Design Thinking, User Interface (UI) Design, Wireframing, Presentations, Responsible AI, Professional Development

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Markov Model, Text Mining, Dimensionality Reduction, Large Language Modeling, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Machine Learning Methods, Data Processing, Feature Engineering, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Algorithms, Keras (Neural Network Library), Unstructured Data, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    6.2K reviews

    Intermediate · Specialization · 3 - 6 Months

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    I

    IBM

    Generative AI: Introduction and Applications

    Skills you'll gain: Generative AI, ChatGPT, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    3.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Hardware Description Languages for FPGA Design

    Skills you'll gain: Verification And Validation, System Design and Implementation, Technical Design, Computational Logic, Embedded Systems, Hardware Architecture, Simulations, Functional Testing, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    620 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Microeconomics Principles

    Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Business Economics, Policy Analysis, Behavioral Economics, Business Operations, Price Negotiation, Socioeconomics, Consumer Behaviour, Economics, Policy, and Social Studies, Business Strategy, Public Policies, Competitive Analysis, Resource Allocation, Decision Making, Market Analysis, Cost Benefit Analysis, Environmental Issue, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Specialization · 1 - 3 Months

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    L

    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, Statistical Modeling, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Risk Modeling, AI Product Strategy, Ethical Standards And Conduct, Computational Thinking, Economic Development, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    511 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Adobe

    Design a Standout Brand That Connects With Your Audience

    Skills you'll gain: Brand Strategy, Presentations, Branding, Creative Design, Marketing Design, Target Audience, Visual Design, Typography, Adobe Creative Cloud, Storytelling, Adobe Illustrator, Diversity and Inclusion, Adobe Acrobat, Color Theory, Creative Thinking, Creative Problem-Solving, Digital Assets, Communication, Entrepreneurship, Digital Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    Software Development Lifecycle

    Skills you'll gain: User Story, Agile Software Development, Software Design Patterns, Design Thinking, Software Development Methodologies, Software Design, Agile Methodology, Agile Project Management, Process Mapping, Software Engineering, Kanban Principles, Software Development Life Cycle, Software Quality Assurance, Application Security, Scrum (Software Development), Object Oriented Design, Software Architecture, User Experience Design, Software Quality (SQA/SQC), Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    9.8K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    É

    École normale supérieure

    Approximation Algorithms Part I

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Operations Research, Mathematical Modeling, Probability

    4.7
    Rating, 4.7 out of 5 stars
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    556 reviews

    Mixed · Course · 1 - 3 Months

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    B

    Birla Institute of Technology & Science, Pilani

    Data Structures and Algorithms

    Skills you'll gain: Algorithms, Computational Thinking, Programming Principles, Data Storage Technologies, Problem Solving, Software Design, Data Manipulation, C and C++, Complex Problem Solving, Analysis

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular computational thinking courses

  • English and Academic Preparation - Pre-Collegiate: Rice University
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • AI Tools, Data, and Experience Design: AI CERTs
  • Natural Language Processing: DeepLearning.AI
  • Generative AI: Introduction and Applications: IBM
  • Hardware Description Languages for FPGA Design: University of Colorado Boulder
  • Microeconomics Principles: University of Illinois Urbana-Champaign
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Design a Standout Brand That Connects With Your Audience: Adobe
  • Software Development Lifecycle: University of Minnesota

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