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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.


More to explore:

Popular Computational Thinking Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Debugging Capstone Project: Fixing and Extending Code

    Skills you'll gain: Data Manipulation, Data Preprocessing, Data Analysis, Python Programming

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    UniversitĆ  di Napoli Federico II

    Machine Learning e Data MiningĀ in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    10 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Machine Learning, Pandas (Python Package), Predictive Modeling, Autoencoders, Python Programming, Time Series Analysis and Forecasting, Data Manipulation

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Huddersfield

    Strategic Transformation & Global Strategy

    Skills you'll gain: Case Studies, Business Leadership, Growth Strategies, Market Dynamics

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Board Infinity

    DeepSeek Essentials: From Foundations to Real-World Use

    Skills you'll gain: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Marketing: Ethics and Trends

    Skills you'll gain: Responsible AI, Data Ethics, Marketing Management, AI Personalization, Business Ethics, Ethical Standards And Conduct, Marketing Analytics, Case Studies, Content Creation, Information Privacy

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Visión artificial contemporÔnea

    Skills you'll gain: Computer Vision, Vision Transformer (ViT), Convolutional Neural Networks, Image Analysis, Generative AI, Deep Learning, Augmented and Virtual Reality (AR/VR), Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Autoencoders, Unsupervised Learning, 3D Assets

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    6 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    ​​Scout Like a Pro: Find Landscape Photography Locations

    Skills you'll gain: Photography, Landscape Architecture, Geographic Information Systems, Global Positioning Systems, Planning, Research, Timelines, Creative Thinking, Critical Thinking

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Optimización de Redes Neuronales Profundas

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Artificial Neural Networks, Data Preprocessing, Machine Learning Algorithms, Machine Learning

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Dairy Economics: Maximizing Profits through Milk Quality

    Skills you'll gain: Diagnostic Tests, Immunology, Infectious Diseases, Cost Management, Laboratory Testing, Preventative Care, Cost Benefit Analysis, Data-Driven Decision-Making, Microbiology, Decision Making

    Beginner Ā· Course Ā· 1 - 4 Weeks

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

    EDUCBA

    Houdini Procedural Modeling: Advanced Projects

    Skills you'll gain: Animations, 3D Modeling, Computer Graphics, Computational Logic, Programming Principles

    Mixed Ā· Course Ā· 1 - 3 Months

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

  • Python Debugging Capstone Project: Fixing and Extending Code:Ā University of Michigan
  • Machine Learning e Data MiningĀ in R:Ā UniversitĆ  di Napoli Federico II
  • Recommender Systems:Ā Packt
  • Deep Learning - Artificial Neural Networks with TensorFlow:Ā Packt
  • Strategic Transformation & Global Strategy:Ā University of Huddersfield
  • DeepSeek Essentials: From Foundations to Real-World Use:Ā Board Infinity
  • GenAI for Marketing: Ethics and Trends:Ā Coursera
  • Visión artificial contemporĆ”nea:Ā Universidad de los Andes
  • ​​Scout Like a Pro: Find Landscape Photography Locations:Ā Skillshare
  • Optimización de Redes Neuronales Profundas:Ā Universidad Austral

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