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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


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    Erasmus University Rotterdam

    지속가능발전목표를 향한 기업 운영

    Skills you'll gain: Sustainable Development, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Systems Thinking, Economic Development, Social Impact, Business Priorities, Strategic Partnership, Environmental Issue, Innovation, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Mastering Agile: Apply & Adapt Principles for Value Delivery

    Skills you'll gain: Agile Methodology, Agile Software Development, Agile Project Management, Kanban Principles, Agile Product Development, Scrum (Software Development), Lean Methodologies, Sprint Retrospectives, Backlogs, Sprint Planning, Continuous Improvement Process, Stakeholder Engagement, Prioritization

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - Français

    Skills you'll gain: Image Analysis, Deep Learning, Convolutional Neural Networks, Keras (Neural Network Library), Embeddings, Model Evaluation, PyTorch (Machine Learning Library), Tensorflow

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Transfer Learning, Data Analysis, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Applied Machine Learning, Computer Vision, Model Evaluation, Machine Learning, Performance Tuning

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Centered Design, Prototyping, UI/UX Research, Miro AI, Wireframing, User Research, Design Thinking

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Keras Deep Learning Projects with TensorFlow

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Career Growth & Business Expansion

    Skills you'll gain: Presentations, Professional Development, Emotional Intelligence, Public Speaking, Personal Development, Productivity, Professional Networking, Branding, Adaptability, Business Planning, Problem Solving, Project Management, Goal Setting, Contract Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    AI-900 - Azure AI Fundamentals and Two Practice Tests

    Skills you'll gain: Unsupervised Learning, Responsible AI, Classification Algorithms

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Understanding the Healthcare Innovation Process II

    Skills you'll gain: Lean Six Sigma, Performance Improvement, Statistical Process Controls, Operational Analysis, Process Improvement, Statistical Methods, Continuous Improvement Process, Innovation, Operations Management, Probability & Statistics, Problem Solving

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Data Preprocessing

    Mixed · Course · 1 - 4 Weeks

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

  • 지속가능발전목표를 향한 기업 운영: Erasmus University Rotterdam
  • Mastering Agile: Apply & Adapt Principles for Value Delivery: EDUCBA
  • Create Image Captioning Models - Français: Google Cloud
  • Deep Learning with Keras and Practical Applications: Packt
  • Experience Essentials: Unlocking the UX Process with Miro: Coursera
  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • Keras Deep Learning Projects with TensorFlow: EDUCBA
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Career Growth & Business Expansion: Packt
  • AI-900 - Azure AI Fundamentals and Two Practice Tests: Packt

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