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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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    DeepLearning.AI

    هيكلة مشاريع التعلم الآلي

    Skills you'll gain: Technical Management, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Supervised Learning, Model Evaluation, Performance Tuning, Test Data

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Data Mining, Model Evaluation, Clinical Informatics, Deep Learning, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Street Photography: Foundations & Creative Mindsets

    Skills you'll gain: Photography, Photo Editing, Creativity, Creative Thinking, Storytelling, Aesthetics, Self-Awareness, Curiosity, Patience, Adaptability

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation

    Build toward a degree

    3.1
    Rating, 3.1 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    AI CERTs

    Design Strategy, Future Trends & Implementation with AI

    Skills you'll gain: Responsible AI, User Interface and User Experience (UI/UX) Design, User Experience Design, Artificial Intelligence, Design Thinking, UI/UX Research, Experience Design, Persona (User Experience), User Centered Design, Design Reviews, User Interface (UI), Design Research, User Interface (UI) Design, Wireframing, Prompt Patterns, Prototyping, Presentations, User Story, Professional Development, Storyboarding

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    IntelliJ IDEA Essentials: Build, Test, and Manage Projects

    Skills you'll gain: IntelliJ IDEA, Object Oriented Design, Debugging, Software Design, User Interface (UI), Apache Maven, Design Thinking, Object Oriented Programming (OOP), Program Development, Build Tools, Integrated Development Environments, Software Development Tools, Eclipse (Software), Data Validation, Version Control, JUnit, Software Development, Git (Version Control System), Data Import/Export, Java

    4.7
    Rating, 4.7 out of 5 stars
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    64 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Automatic Data Processing, Inc. (ADP)

    Playing to Your Strengths by StandOut®

    Skills you'll gain: Growth Mindedness, Communication, Positivity, Personal Development, Optimism, Self-Awareness, Collaboration, Resilience, Emotional Intelligence, Adaptability, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Michigan

    Structural Racism: Causes of Health Inequities in the U.S.

    Skills you'll gain: Health Disparities, Health Equity, Social Justice, Social Determinants Of Health, Policy Analysis, Public Health, Socioeconomics, Cultural Responsiveness, Advocacy, Sociology

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    The Ideation Process

    Skills you'll gain: Process Mapping, Sprint Planning, AI Enablement, Business Analysis, User Research, Problem Solving, Market Analysis, Prioritization

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Python Hacking & Cryptography Mastery

    Skills you'll gain: Cryptography, Encryption, Secure Coding, Brute-force attacks, File Management, Python Programming, Programming Principles, Computational Logic, Algorithms, Debugging, Scripting, Data Structures, Software Testing, User Interface (UI), Statistical Programming, File I/O, UI Components, Application Development

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • هيكلة مشاريع التعلم الآلي: DeepLearning.AI
  • Information Extraction from Free Text Data in Health: University of Michigan
  • Foundations of Data Science and Machine Learning with Python: Packt
  • H2O ai Large Language Models (LLMs) - Level 1: H2O.ai
  • Street Photography: Foundations & Creative Mindsets : Skillshare
  • Text Marketing Analytics: University of Colorado Boulder
  • Design Strategy, Future Trends & Implementation with AI: AI CERTs
  • IntelliJ IDEA Essentials: Build, Test, and Manage Projects: EDUCBA
  • Playing to Your Strengths by StandOut® : Automatic Data Processing, Inc. (ADP)
  • Structural Racism: Causes of Health Inequities in the U.S.: University of Michigan

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