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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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    University of Michigan

    Programmation pour tous (mise en route de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Computational Thinking, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, AWS SageMaker, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, Data Processing, AWS CloudFormation, AI Personalization, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 3 - 6 Months

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    SkillsBooster Academy

    The Non-Coder’s Guide to Vibe Coding

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, No-Code Development, Presentations, Application Development, Generative AI, Web Applications, Automation, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Interactive Design, Digital Design, Creative Design, New Product Development, Creative Thinking, User Interface (UI) Design, Creativity, Application Deployment

    Beginner · Course · 1 - 3 Months

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    U

    University of Pennsylvania

    Single Variable Calculus

    Skills you'll gain: Calculus, Numerical Analysis, Applied Mathematics, Engineering Calculations, Integral Calculus, Engineering Analysis, Differential Equations, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    437 reviews

    Mixed · Course · 1 - 3 Months

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    MathWorks

    Practical Data Science with MATLAB

    Skills you'll gain: Data Storytelling, Feature Engineering, Data Visualization, Supervised Learning, Dimensionality Reduction, Data Integration, Interactive Data Visualization, Exploratory Data Analysis, Data Import/Export, Technical Communication, Data Analysis, Applied Machine Learning, Data Visualization Software, Matlab, Regression Analysis, Data Processing, Descriptive Statistics, Data Cleansing, Predictive Modeling, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Keras Deep Learning Projects with TensorFlow

    Skills you'll gain: Natural Language Processing, Keras (Neural Network Library), Generative AI, Generative Model Architectures, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Tensorflow, Deep Learning, Feature Engineering, Performance Testing, Machine Learning Methods, Applied Machine Learning, Google Cloud Platform, Application Development, Data Processing, Systems Development, Python Programming, Data Transformation

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Strategic Management Case Study: Analyze & Apply

    Skills you'll gain: Organizational Strategy, Strategic Leadership, Business Strategy, Business Planning, Operations, Financial Forecasting, Organizational Change, Sales Strategy, Revenue Management, Financial Analysis, Business Modeling, Business Transformation, Financial Planning, Profit and Loss (P&L) Management

    Mixed · Course · 1 - 4 Weeks

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    EIT Digital

    Innovation & Entrepreneurship - From Basics to Open Innovation

    Skills you'll gain: Entrepreneurship, Market Analysis, Innovation, Design Thinking, Go To Market Strategy, Product Strategy, Customer Engagement, Ideation, Business Modeling, Business Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    328 reviews

    Intermediate · Course · 1 - 3 Months

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    D

    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, Personally Identifiable Information, Information Privacy, Artificial Intelligence, Design Thinking, Machine Learning, Human Learning, Law, Regulation, and Compliance, Automation

    4.7
    Rating, 4.7 out of 5 stars
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    183 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Video Production

    Skills you'll gain: Video Production, Media Production, Photo/Video Production and Technology, Video Editing, Image Analysis, Generative AI, Storytelling, Responsible AI, Videography, Data Ethics, AI Personalization, Artificial Intelligence, Image Quality, Augmented Reality, Live Streaming, Real Time Data, Editing, Deep Learning, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Figma Mastery: From Wireframes to Prototypes

    Skills you'll gain: Figma (Design Software), Usability Testing, Responsive Web Design, User Experience Design, Usability, Wireframing, User Interface (UI) Design, Prototyping, Design Thinking, Human Computer Interaction, User Flows, Design Research, Front-End Web Development, User Interface (UI), Mockups, User Centered Design, UI Components, Software Design Documents, User Interface and User Experience (UI/UX) Design, Interaction Design

    4.4
    Rating, 4.4 out of 5 stars
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    398 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Environmental Science, Geospatial Information and Technology, Ethical Standards And Conduct, Global Positioning Systems, Research, Data Management, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Programmation pour tous (mise en route de Python): University of Michigan
  • Data Science Beyond the Basics (ML+DS): Coursera
  • The Non-Coder’s Guide to Vibe Coding: SkillsBooster Academy
  • Single Variable Calculus: University of Pennsylvania
  • Practical Data Science with MATLAB: MathWorks
  • Keras Deep Learning Projects with TensorFlow: EDUCBA
  • Strategic Management Case Study: Analyze & Apply: EDUCBA
  • Innovation & Entrepreneurship - From Basics to Open Innovation: EIT Digital
  • Human Factors in AI: Duke University
  • AI for Video Production: AI CERTs

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