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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI and Model Selection

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, Large Language Modeling, ChatGPT, Vision Transformer (ViT), Prompt Engineering, Artificial Intelligence, Artificial Neural Networks, Transfer Learning, Deep Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Intro to Federated Learning

    Skills you'll gain: Federated Learning, Transfer Learning, AI Security, Large Language Modeling, PyTorch (Machine Learning Library), Information Privacy, Distributed Computing, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Co-creation and challenge-based learning in Higher Education

    Skills you'll gain: Student-Centred Learning, Entrepreneurship, Problem Solving, Lifelong Learning, Design Thinking, Higher Education, Cognitive flexibility, Creative Thinking, Creativity, Innovation, Ideation, Professional Development, Collaboration, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Améliorez les réseaux neuronaux profonds

    Skills you'll gain: Deep Learning, Tensorflow, Model Evaluation, Applied Machine Learning, Artificial Neural Networks, Machine Learning Methods, Performance Tuning, Machine Learning, Data Validation, Debugging, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    Imperial College London

    TensorFlow 2 시작하기

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Evaluation, Deep Learning, Convolutional Neural Networks, Transfer Learning, Data Preprocessing, Artificial Neural Networks, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Writing is Designing: UX Content & Interface Strategy

    Skills you'll gain: Web Content Accessibility Guidelines, User Experience Design, Design and Product, Digital Design, User Interface (UI), Technical Writing, Usability Testing, Design Research, User Centered Design, Content Creation, Style Guides, Content Strategy, Writing, Information Architecture, Product Design

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    B

    Birla Institute of Technology & Science, Pilani

    Human Computer Interaction

    Skills you'll gain: Human Computer Interaction, Usability Testing, Usability, Interaction Design, Prototyping, Responsive Web Design, Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, Human Factors, User Interface (UI) Design, User Centered Design, User Experience Design, User Research, Mobile Development, Agile Methodology, Design Thinking, Wireframing, Augmented and Virtual Reality (AR/VR), Information Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Adobe

    Getting started with compositing in Adobe Photoshop

    Skills you'll gain: Storytelling, Adobe Firefly, Marketing Design, Color Theory, Image Quality, Creative Thinking, Creative Problem-Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Writing for Inner Calm: Mindset, Methods, and Daily Exercise

    Skills you'll gain: Writing, Storytelling, Journals, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Resilience, Creativity, Mindfulness, Mental Concentration, Emotional Intelligence, Overcoming Obstacles

    Beginner · Course · 1 - 4 Weeks

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

  • GenAI and Model Selection: Coursera
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Intro to Federated Learning: DeepLearning.AI
  • Co-creation and challenge-based learning in Higher Education: Universitat Autònoma de Barcelona
  • Améliorez les réseaux neuronaux profonds: DeepLearning.AI
  • TensorFlow 2 시작하기: Imperial College London
  • Writing is Designing: UX Content & Interface Strategy: Packt
  • AI Agent Architecture in Java with Generative AI: Vanderbilt University
  • Deep Neural Network for Beginners Using Python: Packt
  • Human Computer Interaction: Birla Institute of Technology & Science, Pilani

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