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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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    Northeastern University

    Fundamentals of Integrated Brand Promotion

    Skills you'll gain: Branding, Advertising, Consumer Behaviour, Brand Management, Brand Strategy, Integrated Marketing Communications, Advertising Campaigns, Marketing Communications, Brand Awareness, Marketing, Promotional Strategies, Media Planning, Digital Advertising, Media Strategy, Design Thinking

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Tensorflow, Image Analysis, Artificial Neural Networks, Application Deployment, Data Processing, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

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    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Neural Networks, Deep Learning, Bayesian Network, Mathematical Modeling, Computer Vision, Estimation, Applied Mathematics, Machine Learning, Network Architecture, Probability Distribution, Calculus

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Create an Affinity Diagram Using Creately

    Skills you'll gain: Process Flow Diagrams, Ideation, Brainstorming, Cooperation, Teamwork, Creativity, Data Visualization, Creative Thinking, Organizational Skills, Productivity

    Beginner · Guided Project · Less Than 2 Hours

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    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Large Language Modeling, Generative AI, Artificial Neural Networks, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

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    Utrecht University

    Understanding justice and fairness in energy transitions

    Skills you'll gain: Social Justice, Socioeconomics, Sustainable Development, Environmental Issue, Community Development, Governance, Policy Analysis, Ethical Standards And Conduct, Environmental Policy, Case Studies, Stakeholder Engagement

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Créer des diagrammes de Buyer Persona avec Creately

    Skills you'll gain: Persona Development, Business Modeling, Customer Analysis, Marketing Collateral, User Accounts, Collaborative Software, Strategic Thinking, Market Analysis, Marketing Communications

    Beginner · Guided Project · Less Than 2 Hours

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    Simplilearn

    Introduction to CNN Training

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

    Beginner · Course · 1 - 4 Weeks

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    Michigan State University

    Interdisciplinarity in Thought and Practice

    Skills you'll gain: Video Editing, Creative Thinking, Multimedia, Cognitive flexibility, Photo Editing, Music, Storytelling, Brainstorming, Critical Thinking, Aesthetics, Systems Thinking, Communication

    Beginner · Course · 1 - 3 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, Wireframing, User Research, Design Thinking, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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

  • Fundamentals of Integrated Brand Promotion: Northeastern University
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Generative AI: Foundations and Concepts: Northeastern University
  • Create an Affinity Diagram Using Creately: Coursera
  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Understanding justice and fairness in energy transitions : Utrecht University
  • Créer des diagrammes de Buyer Persona avec Creately: Coursera
  • Introduction to CNN Training: Simplilearn
  • Interdisciplinarity in Thought and Practice: Michigan State University

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