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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


  • P

    Packt

    Machine Learning – Modern Computer Vision & Generative AI

    Skills you'll gain: Test Driven Development (TDD), Image Analysis, Computer Vision, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Python Programming, Data Preprocessing, Development Environment, Jupyter, NumPy

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

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

    EDUCBA

    Linux Bash Scripting: Automate, Optimize & Deploy

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Unix, Command-Line Interface, Remote Access Systems, OS Process Management, Computational Logic, File Management, Debugging, Data Validation

    Mixed · Course · 1 - 4 Weeks

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

    Skillshare

    Watch Me Design a Pattern Collection: Creative Struggles

    Skills you'll gain: Adobe Photoshop, Journals, Design Thinking, Creative Design, Creativity, Design Strategies, Design, Graphic and Visual Design, Design Elements And Principles

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Self-Driving Car Specialization Course

    Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Robotics, Automation, Embedded Software, Test Automation, Simulations, Systems Architecture, Convolutional Neural Networks, Deep Learning, Software Architecture, Traffic Flow Optimization, Artificial Neural Networks, Global Positioning Systems, Predictive Modeling, Safety Standards

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Artificial Neural Networks, Debugging, Machine Learning, Network Architecture, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Neural Network Techniques

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Markov Model

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Healthcare Quality Improvement and Decision-Making

    Skills you'll gain: Health Care Administration, Patient Safety, Healthcare Project Management, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Health Informatics, Decision Making, Teamwork, Reliability, Risk Management, Patient-centered Care, Collaboration, Problem Solving, Communication Strategies

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Model Deployment, Data Preprocessing, Deep Learning, Cloud Deployment, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDHEC Business School

    Intellectual Property as Competitive Advantage for Companies

    Skills you'll gain: Intellectual Property, Business Strategy, Strategic Thinking, Competitive Analysis, Corporate Strategy, Law, Regulation, and Compliance, Asset Management, Legal Strategy, Portfolio Management, Case Studies, Asset Protection, Brand Management, Entrepreneurship, Risk Management

    Beginner · Course · 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 · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Credit Derivatives: Analyze, Price & Apply

    Skills you'll gain: Credit Risk, Derivatives, Finance, Case Studies, Financial Analysis, Risk Analysis, Financial Modeling, Portfolio Risk, Financial Market, Risk Management, Capital Markets, Mathematical Modeling, Probability

    Mixed · Course · 1 - 4 Weeks

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

  • Machine Learning – Modern Computer Vision & Generative AI: Packt
  • Python per la Data Science: Università di Napoli Federico II
  • Linux Bash Scripting: Automate, Optimize & Deploy: EDUCBA
  • Watch Me Design a Pattern Collection: Creative Struggles: Skillshare
  • Self-Driving Car Specialization Course: Packt
  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • Advanced Neural Network Techniques: Johns Hopkins University
  • Healthcare Quality Improvement and Decision-Making: University of Michigan
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版: Google Cloud
  • Intellectual Property as Competitive Advantage for Companies: EDHEC Business School

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