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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 (19) · Intermediate · Specialization · 3 - 6 Months

  • I

    IESE Business School

    Análisis de situaciones de negocio

    Skills you'll gain: Case Studies, Financial Analysis, Strategic Marketing, People Management, Strategic Decision-Making, Marketing Management, Corporate Strategy, Decision Making, Financial Statement Analysis, Business Analysis, Staff Management, Partnership Accounting, Strategic Thinking, Consumer Behaviour, Complex Problem Solving, Brand Management, Branding, Working Capital

    ★ 4.7 (160) · Beginner · Course · 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

    ★ 4.5 (83) · Intermediate · Specialization · 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 (78) · 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 (321) · 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 (31) · Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    Python for the Absolute Beginner

    Skills you'll gain: Data Structures, Debugging, Python Programming, Computational Logic, Programming Principles, Data Storage, Code Reusability, Program Development, Computer Programming, Computer Architecture

    ★ 4.4 (30) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Basic Image Classification with TensorFlow

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Model Training, Tensorflow, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Network Model, Deep Learning, Computer Vision, Machine Learning, Network Architecture

    ★ 4.6 (848) · Beginner · Guided Project · Less Than 2 Hours

  • 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 (103) · Mixed · Course · 1 - 3 Months

  • N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Python Programming, Programming Principles, User Interface (UI) Design, Computational Thinking, Object Oriented Programming (OOP), Numerical Analysis

    ★ 4.9 (163) · Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Speaking and Presenting: Pitches and Persuasion

    Skills you'll gain: Storytelling, Oral Expression, Persuasive Communication, Public Speaking, Non-Verbal Communication, Verbal Communication Skills, Ingenuity, Creative Thinking, Communication, Creativity, Optimism, Problem Solving, Communication Strategies, Resilience

    ★ 4.6 (96) · Beginner · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    American Politics, Foreign Policy, and US-India Ties

    Skills you'll gain: Social Studies, Political Sciences, International Relations, Social Justice, Public Policies, Culture, Economics, Policy, and Social Studies, Sociology, Financial Policy, Social Sciences, Cultural Diversity, International Finance, Intercultural Competence, Diplomacy, Immigration Law, Economics, World History, Policy Analysis, Strategic Partnership, Economic Development

    ★ 4.3 (25) · Beginner · Specialization · 3 - 6 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
  • Análisis de situaciones de negocio: IESE Business School
  • Computer Vision: University of Colorado Boulder
  • Google Data-Driven Decision Making: Google
  • Intelligent Digital Factories: L&T EduTech
  • Foundations of Data Structures and Algorithm Analysis: Packt
  • Python for the Absolute Beginner: KodeKloud
  • Basic Image Classification with TensorFlow: Coursera
  • A Scientific Approach to Innovation Management: Università Bocconi
  • 用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3)): National Taiwan University

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