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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.


More to explore:

Popular Computational Thinking Courses and Certifications


  • Status: Preview
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    T

    The University of North Carolina at Chapel Hill

    What’s Your Big Idea?

    Skills you'll gain: Ideation, Innovation, User Feedback, Business Strategy, Creative Thinking, Product Development, Entrepreneurship, Competitive Analysis, Resource Management, Presentations, Customer Insights

    4.6
    Rating, 4.6 out of 5 stars
    ·
    168 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Practice

    Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Applications, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Performance Tuning, Computer Architecture, Hardware Architecture, System Design and Implementation, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
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    61 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    G

    Google Cloud

    Intro to TensorFlow en Español

    Skills you'll gain: Model Deployment, Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, Deep Learning, Machine Learning Methods, Data Preprocessing, NumPy, Supervised Learning, Pandas (Python Package)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    137 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Colorado Boulder

    Frozen in the Ice: Exploring the Arctic

    Skills you'll gain: Climate Change Programs, Environment, Systems Thinking, Cultural Sensitivity, Geographic Information Systems, Climate Change Adaptation, Hydrology, Environmental Monitoring, International Relations, Mathematical Modeling, Physical Science, Environmental Science, Biology, Scientific Methods, Physics, Research, Data Collection, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Fake News Detection with Machine Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    264 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Be Your Best Creative Self

    Skills you'll gain: Brainstorming, Interpersonal Communications, Creativity, Personal Development, Professional Development, Creative Thinking, Branding, Collaboration, Constructive Feedback, Reliability, Productivity, Communication, Graphic Design, Adaptability

    4.6
    Rating, 4.6 out of 5 stars
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    76 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Scrimba

    Data Structures and Algorithms: Merge Sort

    Skills you'll gain: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Program Development, Software Development, Data Structures, Problem Solving, Computer Science, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Starweaver

    Influencing, Collaboration and Decision Making

    Skills you'll gain: Negotiation, Influencing, Stakeholder Management, Analytical Skills, Leadership, Conflict Management, Collaboration, Team Leadership, Communication, Critical Thinking, Team Building, Persuasive Communication, Decision Making, Relationship Building, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Scrimba

    Advanced JavaScript 1: Objects, Loops, Hoisting

    Skills you'll gain: Javascript, Scripting, Event-Driven Programming, Computational Logic, Maintainability, Object Oriented Programming (OOP), Programming Principles, Debugging, Web Development

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Master Class for Corporate Entrepreneurs

    Skills you'll gain: Proposal Development, Innovation, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Corporate Strategy, Corporate Finance, New Product Development, Strategic Thinking, Business Strategy, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
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    127 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Engineering Genetic Circuits: Abstraction Methods

    Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • What’s Your Big Idea?: The University of North Carolina at Chapel Hill
  • Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Intro to TensorFlow en Español: Google Cloud
  • Frozen in the Ice: Exploring the Arctic: University of Colorado Boulder
  • Fake News Detection with Machine Learning: Coursera
  • Be Your Best Creative Self: University of Colorado Boulder
  • Data Structures and Algorithms: Merge Sort: Scrimba
  • Influencing, Collaboration and Decision Making: Starweaver
  • Advanced JavaScript 1: Objects, Loops, Hoisting: Scrimba

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