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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


  • Status: New
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    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Sales Methodologies Applicable to Enterprise Sales

    Skills you'll gain: Enterprise Sales, Consultative Selling, B2B Sales, Selling Techniques, Stakeholder Engagement, Prospecting and Qualification, Sales Process, Stakeholder Management, Sales Training, Specialized Sales, Sales, Sales Strategy, Influencing

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Learning How To Learn for Youth

    Skills you'll gain: Learning Strategies, Productivity, Human Learning, Willingness To Learn, Mental Concentration, Creativity, Time Management, Stress Management, Problem Solving, Self-Awareness, Persistence

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Beginner · Course · 1 - 4 Weeks

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    28DIGITAL

    Innovation & Entrepreneurship - From Basics to Open Innovation

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

    4.6
    Rating, 4.6 out of 5 stars
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    328 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Business Communication for the Modern Workplace

    Skills you'll gain: Active Listening, Internal Communications, Proposal Writing, Negotiation, AI Personalization, Stakeholder Engagement, Business Communication, Social Skills, Business Writing, Contract Negotiation, Workplace inclusivity, Influencing, Emotional Intelligence, Interpersonal Communications, Communication, Communication Planning, Customer Engagement, Communication Strategies, Leadership and Management, Leadership Development

    4.7
    Rating, 4.7 out of 5 stars
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    669 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Biotechnology, Biostatistics, Informatics, Molecular Biology, Predictive Modeling, Data Analysis Software, Data Processing, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    283 reviews

    Mixed · Course · 3 - 6 Months

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    Lund University

    Urban Nature: Connecting Cities, Sustainability and Innovation

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Sustainable Design, Governance, Water Sustainability, Sustainable Technologies, Environment, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Water Resources, Business Modeling, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    471 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Computer Vision and Image Processing

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Transfer Learning, Model Evaluation, Machine Learning Methods, Classification Algorithms, Machine Learning Algorithms, Visualization (Computer Graphics), Deep Learning, Feature Engineering, Network Architecture

    4.3
    Rating, 4.3 out of 5 stars
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    1.4K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Michigan

    Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

    Skills you'll gain: Data Structures, 3D Modeling, Computational Logic, Visualization (Computer Graphics), Design, Generative Model Architectures, Python Programming, Animations, Scripting, Computer Programming, Automation

    4.9
    Rating, 4.9 out of 5 stars
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    102 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Deep Learning: Build & Optimize Neural Networks

    Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Cape Town

    Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Blockchain, Solution Design, Cryptography, Financial Regulations, FinTech, Financial Regulation, Business Planning, Emerging Technologies, Financial Systems, Video Production, Business Strategies, Market Opportunities, Business Strategy, Ledgers (Accounting), Mobile Banking, Banking, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    258 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Detect & Respond to Mobile AI Threats

    Skills you'll gain: Mobile Security, AI Security, Threat Detection, Security Controls, Exploit development, Threat Modeling, Hardening, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Deep Learning, Prompt Engineering, Incident Response, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Science Beyond the Basics (ML+DS): Coursera
  • Sales Methodologies Applicable to Enterprise Sales: Coursera
  • Learning How To Learn for Youth: Arizona State University
  • Innovation & Entrepreneurship - From Basics to Open Innovation: 28DIGITAL
  • Business Communication for the Modern Workplace: Coursera
  • Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
  • Urban Nature: Connecting Cities, Sustainability and Innovation: Lund University
  • Introduction to Computer Vision and Image Processing: IBM
  • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
  • Deep Learning: Build & Optimize Neural Networks: EDUCBA

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