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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


  • U

    University of Michigan

    Data-Oriented Python Programming and Debugging

    Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Code Reusability, Data Transformation, Numerical Analysis, Critical Thinking, Functional Design

    4.3
    Rating, 4.3 out of 5 stars
    ·
    19 reviews

    Intermediate · Specialization · 3 - 6 Months

  • B

    Birla Institute of Technology & Science, Pilani

    General Physics

    Skills you'll gain: Physics, Mechanics, Thermal Management, Engineering, Vibrations, Physical Science, Engineering Analysis, General Science and Research, electromagnetics, Experimentation, Mathematical Theory & Analysis, Problem Solving, Science and Research, Analytical Skills, Computer Science, Critical Thinking and Problem Solving, Logical Reasoning, Research, Software Development, Critical Thinking

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • R

    Rutgers the State University of New Jersey

    Business Process Management in Healthcare Organizations

    Skills you'll gain: Business Process, Business Process Management, Process Improvement, Process Development, Patient-centered Care, Process Management, Process Design, Business Process Improvement, Process Improvement and Optimization, Medical Records, Health Information Management and Medical Records, Electronic Medical Record, Healthcare Project Management, Health Care Procedure and Regulation, Writing, Health Systems, Business Writing, Healthcare Industry Knowledge, Innovation, Entrepreneurship

    4.6
    Rating, 4.6 out of 5 stars
    ·
    172 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    MedCerts

    Behavior Technician ABA Fundamentals

    Skills you'll gain: Positive Behavior Support, Speech Therapy, Behavior Management, Autism Spectrum Disorders, Education and Training, Communication Strategies, Social Skills, Interpersonal Communications, Mental and Behavioral Health, Teaching, Communication, Learning Theory, Child Development, Classroom Management, Training Programs, Instructional Strategies, Developmental Disabilities, Proactivity, Data Collection, Learning Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Intermediate · Specialization · 1 - 3 Months

  • D

    Duke University

    Strategy and Innovation for Agile Organizations

    Skills you'll gain: Digital Transformation, Agile Product Development, Market Trend, Business Transformation, Operational Efficiency, Strategic Thinking, Customer Insights, Customer experience strategy (CX), Innovation, Market Opportunities, Business Strategy, Customer Engagement, Technology Strategies, New Product Development, Business Modeling, Competitive Intelligence, Business Technologies, Organizational Change, Business Strategies, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • N

    National Taiwan University

    職場素養 (Professionalism)

    Skills you'll gain: Professionalism, Oral Expression, Knowledge Transfer, Verbal Communication Skills, Professional Development, Emotional Intelligence, Communication, Initiative and Leadership, Literacy, Business Communication, Proactivity, Communication Strategies, Personal Attributes, Collaboration, Intercultural Competence, Interpersonal Communications, Executive Presence, Lifelong Learning, Self-Awareness, Liberal Arts

    4.8
    Rating, 4.8 out of 5 stars
    ·
    431 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google

    Google Data-Driven Decision Making

    Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Communication Strategies, Analytics, Prompt Patterns, Statistical Methods, Data Infrastructure, Stakeholder Communications, Responsible AI, Data Analysis Software, Spreadsheet Software, Verbal Communication Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    L&T EduTech

    Intelligent Digital Factories

    Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Classification Algorithms, Security Controls, Wireless Networks, Automation, Digital Transformation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    321 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Foundations of Data Structures and Algorithm Analysis

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Foundations of Management Consulting: Strategies & Tools

    Skills you'll gain: Selling Techniques, Operations, Supply Chain, Business Operations, Marketing, Advertising, Process Design, Profit and Loss (P&L) Management, Lean Methodologies, Cost Benefit Analysis, Business Analysis Tools, Case Studies, Corporate Strategy, Go To Market Strategy, Market Analysis, Revenue Management, Strategic Marketing, Customer Analysis, Complex Problem Solving

    4.3
    Rating, 4.3 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Analysis, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, Case Studies, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Mixed · Course · 1 - 3 Months

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

  • Data-Oriented Python Programming and Debugging: University of Michigan
  • General Physics: Birla Institute of Technology & Science, Pilani
  • Business Process Management in Healthcare Organizations: Rutgers the State University of New Jersey
  • Behavior Technician ABA Fundamentals: MedCerts
  • Computer Vision: University of Colorado Boulder
  • Strategy and Innovation for Agile Organizations: Duke University
  • 職場素養 (Professionalism) : National Taiwan University
  • Google Data-Driven Decision Making: Google
  • Intelligent Digital Factories: L&T EduTech
  • Foundations of Data Structures and Algorithm Analysis: Packt

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