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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


  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Analysis, Computer Science

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Minnesota State University, Mankato

    Business Leadership Essentials: HR, Org Design & Negotiation

    Skills you'll gain: Human Resources Management and Planning, Employee Engagement, Organizational Change, Organizational Structure, Negotiation, Business Workflow Analysis, Human Resource Management, Organizational Development, Conflict Management, Talent Management, Change Management, Performance Management, Strategic Leadership, Team Management, Stakeholder Management, Process Improvement, Business Strategies, Business Strategy, Problem Solving, Decision Making

    3.4 stars, 12 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.4 (12) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Neural Models and Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Model Training, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Generative Model Architectures, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project on Recommendation Engine - Book Recommender

    Skills you'll gain: Data Preprocessing, Data Manipulation, Data Transformation, Feature Engineering, Text Mining, Project Design, Unstructured Data, Data Integration, Python Programming, Metadata Management, Natural Language Processing, Deep Learning, Machine Learning

    4.8 stars, 16 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (16) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Advanced Deep Learning Architectures

    Skills you'll gain: Model Deployment, Generative AI, Large Language Modeling, Generative Model Architectures, PyTorch (Machine Learning Library), Fine-tuning, Application Deployment, Model Optimization, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Vision Transformer (ViT), Transfer Learning, Token Optimization, LLM Application, Hugging Face, Convolutional Neural Networks, Containerization, Model Training, Computer Vision

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Teoria dos Jogos: Da Teoria à Prática

    Skills you'll gain: Game Theory, Conflict Management, Bidding, Strategic Thinking, Strategic Decision-Making, Market Dynamics, Market Analysis, Decision Making, Competitive Analysis, Economics

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Global Health Program Equity and Quality: Plan and Manage

    Skills you'll gain: Health Equity, Health Disparities, Social Determinants Of Health, Public Health and Disease Prevention, Public Health, Social Justice, Community Health, Health Systems, Health Administration, Health Care Administration, Healthcare Ethics, Infectious Diseases, Program Evaluation, Governance, Preventative Care, Community Outreach, Ethical Standards And Conduct, Case Studies

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply Dart Programming Fundamentals for Beginners

    Skills you'll gain: Flutter (Software), Program Development, Other Mobile Programming Languages, Computational Logic

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Advanced Bayesian Methods and Applications

    Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze Markets: Strategy with SWOT

    Skills you'll gain: Competitive Analysis, Market Analysis, Competitive Intelligence, Market Research, Strategic Marketing, Marketing Strategies, Go To Market Strategy, Case Studies, Market Intelligence, Strategic Thinking, Marketing, Market Opportunities, Marketing Strategy and Techniques, Business Strategy, Analysis, Product Marketing, Strategic Decision-Making, Product Strategy, Data-Driven Decision-Making, Promotional Strategies

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture, Data Science

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Aligning Business Strategy for AI Integration

    Skills you'll gain: Machine Learning Methods, Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Responsible AI, Machine Learning Algorithms, Business Strategy, Data Ethics, Technology Strategies, Business Ethics, Organizational Strategy, Strategic Thinking, Market Analysis, Corporate Strategy, AI Integrations, Value Propositions, Business Analysis, Strategic Decision-Making

    Beginner · Course · 1 - 4 Weeks

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

  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Business Leadership Essentials: HR, Org Design & Negotiation: Minnesota State University, Mankato
  • Neural Models and Machine Translation: Edureka
  • Project on Recommendation Engine - Book Recommender: EDUCBA
  • Advanced Deep Learning Architectures: Board Infinity
  • Teoria dos Jogos: Da Teoria à Prática: Fundação Instituto de Administração
  • Global Health Program Equity and Quality: Plan and Manage: Johns Hopkins University
  • Apply Dart Programming Fundamentals for Beginners: EDUCBA
  • Advanced Bayesian Methods and Applications: University of Pittsburgh
  • Analyze Markets: Strategy with SWOT: Coursera

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