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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


  • I

    IBM

    Generative AI for IT Systems Analysts and Architects

    Skills you'll gain: Prompt Engineering, Process Modeling, Prompt Patterns, Generative AI, Business Workflow Analysis, Systems Analysis, AI Workflows, LLM Application, AI literacy, Process Optimization, Miro AI, Systems Architecture, Solution Architecture, Responsible AI, Software Architecture, Systems Thinking, Project Documentation, Machine Learning, Stakeholder Communications, Technical Consulting

    4.7 stars, 12K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidade de São Paulo

    Introdução à Ciência da Computação com Python Parte 1

    Skills you'll gain: Debugging, Computational Thinking, Programming Principles, Data Structures, Computer Programming, Program Development, Computer Science, Maintainability, Python Programming, Computational Logic, Algorithms, Code Reusability

    4.9 stars, 7.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (7.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The Museum of Modern Art

    Modern and Contemporary Art and Design

    Skills you'll gain: Cultural Diversity, Liberal Arts, Creativity, Storytelling, Technology Solutions, Design Thinking, Culture, Public History, Journalism, Social Justice, Design Elements And Principles, Social Studies, Sustainable Development, Environmental Issue, Sustainability Standards, Research, Non-Verbal Communication, Sociology, 3D Modeling, World History

    4.8 stars, 13K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (13K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    TESOL Certificate, Part 1: Teach English Now!

    Skills you'll gain: Classroom Management, Lesson Planning, Instructional and Curriculum Design, Teaching, Instructional Design, Pedagogy, Curriculum Planning, Instructional Strategies, Education and Training, Curriculum Development, Language Competency, Digital pedagogy, Train The Trainer, Research, Human Learning, Student Engagement, Literacy, English Language, Verbal Communication Skills, Critical Thinking

    4.9 stars, 20K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (20K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Introduction to Genomic Technologies

    Skills you'll gain: Bioinformatics, Data Science, Molecular Biology, Science and Research, Data Processing, Data Analysis, Computer Science, Correlation Analysis, Biotechnology, Statistical Analysis, Computational Thinking, Life Sciences, Probability & Statistics, Statistics, Software Engineering, Algorithms, Biology

    4.6 stars, 4.9K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (4.9K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

    Skills you'll gain: Model Optimization, Tensorflow, Model Training, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Verification And Validation, Debugging

    4.9 stars, 64K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (64K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, Systems Design, System Design and Implementation, Other Programming Languages, Technical Design, Software Design, Memory Management, Program Development, Data Storage

    4.9 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The Museum of Modern Art

    Modern Art & Ideas

    Skills you'll gain: Cultural Diversity, Creativity

    4.8 stars, 6.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (6.9K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    DeepLearning.AI TensorFlow Developer

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Computer Vision, Model Evaluation, Transfer Learning, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Model Training, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Generative AI, Classification Algorithms, Forecasting, Machine Learning

    4.7 stars, 25K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (25K) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Professional Skills for the Workplace

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Empathy & Emotional Intelligence, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Brainstorming, Active Listening, Critical Thinking, Resilience, Open Mindset, Independent Thinking, Empathy, Professional Development, Action Oriented, Constructive Feedback, Culture Transformation, Lifelong Learning, Growth Strategies

    4.8 stars, 4.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (4.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Effective Problem-Solving and Decision-Making

    Skills you'll gain: Creative Thinking, Performance Measurement, Teamwork, Performance Metric, Open Mindset, Organizational Strategy, Team Collaboration

    4.6 stars, 7.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (7.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Object Oriented Java Programming: Data Structures and Beyond

    Skills you'll gain: Unit Testing, Growth Mindedness, Data Structures, Graph Theory, Event-Driven Programming, Social Network Analysis, Interactive Data Visualization, Java, Java Programming, Network Analysis, Object Oriented Programming (OOP), Technical Communication, User Interface (UI), Peer Review, Object Oriented Design, Software Testing, Computer Programming, Program Development, Algorithms, Problem Solving

    4.7 stars, 7.2K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (7.2K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…212223…290

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

  • Generative AI for IT Systems Analysts and Architects: IBM
  • Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
  • Modern and Contemporary Art and Design: The Museum of Modern Art
  • TESOL Certificate, Part 1: Teach English Now!: Arizona State University
  • Introduction to Genomic Technologies: Johns Hopkins University
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • Modern Art & Ideas: The Museum of Modern Art
  • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
  • Professional Skills for the Workplace: University of California, Davis

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