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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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    The University of Sydney

    محو الأمية المعلوماتية والرقمية لتحقيق النجاح في الجامعة

    Skills you'll gain: Critical Thinking, Information Management, Professionalism, Research, Communication, Personal Integrity, Document Management, Ethical Standards And Conduct, Digital Communications, Literacy, Computer Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Machine Learning, Supervised Learning, Linear Algebra, Calculus

    Intermediate · Course · 1 - 4 Weeks

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    Rice University

    Using Educational Technology with English Learners

    Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Collaborative Software, English Language, Learning Management Systems, Computer Literacy, Technology Strategies, Language Learning, Digital Communications, Content Creation

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Introduction to Reproducibility in Cancer Informatics

    Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Technical Documentation, Informatics, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    NVIDIA: Fundamentals of Deep Learning

    Skills you'll gain: Deep Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Tensorflow, Applied Machine Learning, Machine Learning, Supervised Learning, Machine Learning Algorithms, Data Processing, Linear Algebra, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning with TensorFlow

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Natural Language Processing, Computer Vision, Forecasting, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Text Mining, Predictive Analytics, NumPy, Network Architecture, Data Processing, Data Science

    Intermediate · Specialization · 1 - 3 Months

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    O.P. Jindal Global University

    Program Design and Evaluation

    Skills you'll gain: Program Evaluation, Policy Analysis, Project Design, Public Policies, Program Implementation, Program Development, Resource Allocation, Systems Thinking, Needs Assessment, Qualitative Research, Stakeholder Engagement

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Dartmouth College

    The American Renaissance and Nathaniel Hawthorne

    Skills you'll gain: Storytelling, Writing, World History, Public History, Liberal Arts

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    ITSM Foundations: Optimizing IT Service Management

    Skills you'll gain: ServiceNow, Problem Management, Incident Management, IT Service Management, Information Technology Infrastructure Library, Release Management, Service Management, Change Management, Information Technology Operations, Information Technology, Problem Solving, Root Cause Analysis, IT Management, Operational Efficiency, Automation, Workflow Management, Prioritization

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Mastering AI: Neural Nets, Vision System, Speech Recognition

    Skills you'll gain: Supervised Learning, Computer Vision, Machine Learning Methods, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Statistical Machine Learning, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Data Science, Programming Principles, Python Programming, Applied Machine Learning, Statistical Inference

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Generative AI, Applied Machine Learning, Machine Learning Methods, Text Mining, Artificial Neural Networks, Machine Learning, Deep Learning, Data Processing

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    DeepLearning.AI

    Réseaux neuronaux et Deep Learning

    Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning, Performance Tuning, Machine Learning Algorithms, Python Programming, NumPy, Linear Algebra, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • محو الأمية المعلوماتية والرقمية لتحقيق النجاح في الجامعة: The University of Sydney
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • Using Educational Technology with English Learners: Rice University
  • Introduction to Reproducibility in Cancer Informatics: Johns Hopkins University
  • NVIDIA: Fundamentals of Deep Learning: Whizlabs
  • Deep Learning with TensorFlow: Packt
  • Program Design and Evaluation: O.P. Jindal Global University
  • The American Renaissance and Nathaniel Hawthorne: Dartmouth College
  • ITSM Foundations: Optimizing IT Service Management: Coursera
  • Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka

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