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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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced PyTorch Techniques and Applications

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Transfer Learning, Vision Transformer (ViT), Deep Learning, Unsupervised Learning, Embeddings, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Model Deployment, Flask (Web Framework)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    H

    Harvard Business Review

    Act Strategically

    Skills you'll gain: Critical Thinking, Plan Execution, Business Strategy, Strategic Decision-Making, Trend Analysis, Strategic Prioritization, Market Trend, Forecasting, Value Propositions, Innovation, Competitive Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Keras Deep Learning & Generative Adversarial Networks (GAN)

    Skills you'll gain: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Sustainability Leadership Development

    Skills you'll gain: Sustainable Systems, Sustainable Development, Organizational Change, Culture Transformation, Organizational Effectiveness, Sustainable Business, Strategic Leadership, Leadership Development, Corporate Sustainability, Systems Thinking, Environmental Issue, Social Impact, Leadership, Business Ethics, Initiative and Leadership, Professional Development, Change Management, Environmental Social And Corporate Governance (ESG), Complex Problem Solving, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Data Science con Python e R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Scripting Languages, Computer Vision, Artificial Neural Networks, Transfer Learning, Programming Principles, Data Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    54 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    O

    O.P. Jindal Global University

    The Making of US Foreign Policy

    Skills you'll gain: International Relations, Public Policies, Political Sciences, Diplomacy, Economics, World History, Economic Development, Policy Development, Policy Analysis, Public Affairs, Technology Strategies, Public Safety and National Security, Governance, Security Strategy, Strategic Partnership

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Columbia University

    Pets, Politics and Pandemics

    Skills you'll gain: Systems Thinking, Social Justice, Economics, Policy, and Social Studies, Social Sciences, Complex Problem Solving, Problem Solving, Research, Political Sciences, Policy Analysis, Systems Analysis, Case Studies, Persuasive Communication, Critical Thinking, Simulations, Scientific Methods, Mathematical Modeling, Applied Mathematics, Human Learning

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free
    Free
    T

    The University of Edinburgh

    Learning for Sustainable Futures

    Skills you'll gain: Systems Thinking, Sustainable Development, Environmental Issue, Teaching, Education and Training, Action Oriented, Sustainability Standards, Social Impact, Visionary, Diversity Awareness, Cultural Diversity

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Embeddings, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Predictive Modeling, Health Informatics, Unsupervised Learning, Model Evaluation, Medical Imaging, Python Programming, Dimensionality Reduction

    3.9
    Rating, 3.9 out of 5 stars
    ·
    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    How to Innovate with the Strategy Canvas for Competitiveness

    Skills you'll gain: Business Strategy, Strategic Thinking, Value Propositions, Competitive Analysis, Entrepreneurship, New Business Development, Market Research, Innovation, Strategic Planning, Organizational Strategy, Spreadsheet Software, Leadership

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    C

    Coursera

    Creating Service Innovation Culture in Public Sector

    Skills you'll gain: Service Improvement, Innovation, Continuous Improvement Process, Change Management, Organizational Change, Service Design, Customer experience improvement, Public Administration, Organizational Strategy, Policty Analysis, Research, and Development, Case Studies, Strategic Thinking, Technology Strategies, Leadership

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced PyTorch Techniques and Applications: Packt
  • Act Strategically: Harvard Business Review
  • Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
  • Sustainability Leadership Development: University of Michigan
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Data Science con Python e R: Università di Napoli Federico II
  • The Making of US Foreign Policy: O.P. Jindal Global University
  • Pets, Politics and Pandemics: Columbia University
  • Learning for Sustainable Futures: The University of Edinburgh
  • Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign

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