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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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    T

    Tecnológico de Monterrey

    Desarrollo Web Interactivo

    Skills you'll gain: Computational Thinking, HTML and CSS, Hypertext Markup Language (HTML), Web Design and Development, Javascript, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Programming Principles, Web Applications, Interactive Design, Web Development, Program Development, Web Content, digital literacy, Semantic Web, Computer Science, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Structures & Algorithms in JavaScript

    Skills you'll gain: Graph Theory, Computational Thinking, Data Structures, Algorithms, Problem Solving, Programming Principles, Computer Programming, Theoretical Computer Science, Javascript, Performance Tuning, Memory Management

    Intermediate · Specialization · 3 - 6 Months

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    Arizona State University

    Professional Skills: Problem-Solving

    Skills you'll gain: Root Cause Analysis, Data Collection, Complex Problem Solving, Analysis, Data Synthesis, Data-Driven Decision-Making, Analytical Skills, Critical Thinking, Interactive Learning, Decision Making, Data Visualization, Ideation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimizing AI Workflows and Deploying Edge Models

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Model Training, AI Workflows, Tensorflow, Dataflow, Performance Tuning, Deep Learning, Dashboard, Data Pipelines, Grafana, Artificial Neural Networks, Data Processing, Resource Utilization, Performance Analysis, Performance Metric, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Erasmus University Rotterdam

    Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital

    Skills you'll gain: Strategic Decision-Making, Business Valuation, Private Equity, Mergers & Acquisitions, Game Theory, Corporate Strategy, Strategic Thinking, Capital Budgeting, Financial Analysis, Business Strategy, Financial Statement Analysis, Return On Investment, Investment Banking, Decision Making, Cash Flows, Bidding, Growth Strategies, Corporate Finance, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Advanced · Course · 1 - 3 Months

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    University of Maryland, College Park

    Entrepreneurship: Launching an Innovative Business

    Skills you'll gain: Customer Analysis, Commercialization, Product Planning, Business Modeling, Strategic Decision-Making, Closing (Sales), Innovation, Entrepreneurship, Entrepreneurial Finance, Market Opportunities, Business Planning, Strategic Thinking, New Product Development, Sales Strategy, Sales Pipelines, Ideation, Customer Insights, Product Development, Sales Presentations, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Build & Evaluate NLP Transformer Pipelines

    Skills you'll gain: Token Optimization, Large Language Modeling, LLM Application, Generative Model Architectures, Applied Machine Learning, Performance Metric, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps

    Skills you'll gain: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Application Programming Interface (API), Technical Communication, Model Training, AI Integrations, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science

    Intermediate · Course · 3 - 6 Months

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    Madecraft

    Data-Backed Decision Making

    Skills you'll gain: Data Literacy, Critical Thinking, Data Quality, Analytical Skills, Data Analysis, Data Pipelines, Statistical Analysis, Data Visualization, Business Intelligence, Machine Learning, Data Ethics, Correlation Analysis, Data Governance, Data Integrity, Organizational Strategy, Business Communication, Cross-Functional Collaboration, Professional Development, SQL, Change Management

    Beginner · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    267 reviews

    Advanced · Course · 1 - 4 Weeks

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    University of Michigan

    Social Impact & Public Policy

    Skills you'll gain: Policy Analysis, Community Organizing, Policy Development, Social Justice, Social Work, Public Policies, Sustainable Development, Sustainable Systems, Community Development, Community and Social Work, Political Sciences, Health Policy, Social and Human Services, Advocacy, Social Impact, Economics, Policy, and Social Studies, Sustainable Business, Strategic Leadership, Systems Thinking, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
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    951 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Illinois Urbana-Champaign

    3D Printing and Additive Manufacturing

    Skills you'll gain: 3D Modeling, Design Thinking, Design Software, 3D Assets, Intellectual Property, Hardware Troubleshooting, Computer-Aided Design, Human Centered Design, Product Design, Design, Innovation, Project Design, Solution Design, Manufacturing Processes, Computer Graphics, Electronic Hardware, Education Software and Technology, Prototyping, Emerging Technologies, Business Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Desarrollo Web Interactivo: Tecnológico de Monterrey
  • Data Structures & Algorithms in JavaScript: Packt
  • Professional Skills: Problem-Solving: Arizona State University
  • Optimizing AI Workflows and Deploying Edge Models: Coursera
  • Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital: Erasmus University Rotterdam
  • Entrepreneurship: Launching an Innovative Business: University of Maryland, College Park
  • Build & Evaluate NLP Transformer Pipelines: Coursera
  • End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps: Coursera
  • Data-Backed Decision Making: Madecraft
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder

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