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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


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    University of Huddersfield

    Operational Purpose

    Skills you'll gain: Leadership and Management, Organizational Strategy, Leadership Development, Strategic Thinking, Strategic Leadership, Organizational Effectiveness, Personal Development, Business Strategies, Case Studies, Business Ethics, Business Strategy, Self-Awareness, Decision Making, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Deep Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    JTBD Playbook: Align Strategy with Customer Needs

    Skills you'll gain: Design Thinking, Customer experience strategy (CX), Agile Product Development, Product Strategy, Product Management, User Research, Service Design, Value Propositions, Product Roadmaps, Customer Insights, User Story, Innovation, Market Opportunities, Customer Retention, Growth Strategies, Market Analysis

    Intermediate · Course · 1 - 3 Months

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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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    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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    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, Model Deployment, PyTorch (Machine Learning Library), Deep Learning, Vision Transformer (ViT), Tensorflow, Convolutional Neural Networks, LLM Application, Transfer Learning, Computer Vision, Responsible AI, Generative AI, Multimodal Prompts, Artificial Neural Networks, Artificial Intelligence, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning: Build & Optimize Neural Networks

    Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Mixed · Course · 1 - 3 Months

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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Sentiment Analysis with RNNs in Keras

    Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Tensorflow, Google Cloud Platform, Matplotlib

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 繁體中文

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Deep Learning, Natural Language Processing, Applied Machine Learning, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The User Experience Team of One

    Skills you'll gain: User Research, Usability Testing, Stakeholder Engagement, User Experience Design, User Experience, Experience Design, Persona (User Experience), Workflow Management, Human Centered Design, User Centered Design, UI/UX Strategy, Wireframing, Prototyping, Design Thinking, Cross-Functional Collaboration, Information Architecture, Storytelling

    Beginner · Course · 1 - 3 Months

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    Universidades Anáhuac

    Deep Learning: Del Concepto a la Práctica

    Skills you'll gain: Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Image Analysis, Computer Vision, Model Evaluation, Python Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Operational Purpose: University of Huddersfield
  • Attention Mechanism - 简体中文: Google Cloud
  • JTBD Playbook: Align Strategy with Customer Needs: Packt
  • 지속가능발전목표를 향한 기업 운영: Erasmus University Rotterdam
  • Create Image Captioning Models - Français: Google Cloud
  • Learning Deep Learning: Unit 3: Pearson
  • Deep Learning: Build & Optimize Neural Networks: EDUCBA
  • H2O Hydrogen Torch Starter Course: H2O.ai
  • Sentiment Analysis with RNNs in Keras: EDUCBA
  • Attention Mechanism - 繁體中文: Google Cloud

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