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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


  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Honors Algebra 2: Linear and Quadratic Functions

    Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Learning from the experiences of caregivers with chronic conditions

    Skills you'll gain: Caregiving, Critical Thinking, Home Health Care, Complex Problem Solving, Case Studies, Patient-centered Care, Patient Observation, Chronic Diseases, Organizational Skills, Self-Awareness, Emotional Intelligence, Stress Management

    Beginner · Course · 1 - 4 Weeks

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

    Simplilearn

    GenAI for Code Migration Tasks Training

    Skills you'll gain: Generative AI, Microsoft Copilot, Software Development Tools, LLM Application, Scalability, Performance Tuning, Computational Thinking, Kubernetes, Software Versioning, Application Frameworks, Algorithms, Data Structures

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Neuronale Netze und Deep Learning

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

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Manage Agile Workflows with Product Roadmaps in Miro

    Skills you'll gain: Product Roadmaps, Workflow Management, Agile Methodology, Miro AI, Product Management, Business Priorities, Collaborative Software, Product Strategy, Project Design, Team Management, Business Metrics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, Decision Support Systems, AI Product Strategy, Expense Management, Responsible AI, Data Ethics, AI Enablement, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Data-Driven Decision-Making, Claims Processing, Financial Services, Personalized Service, Business Process Automation, Automation, Risk Management, Analytics

    Intermediate · Course · 1 - 4 Weeks

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

    Skillshare

    Packaging Design: Redesign a Product for a Brand from A to Z

    Skills you'll gain: Packaging and Labeling, Competitive Analysis, Presentations, Product Design, Design Strategies, Design, Marketing Design, Adobe Illustrator, Graphic Design, Branding, Adobe Photoshop, Creative Thinking

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SAS

    Using SAS Viya REST APIs with Python and R

    Skills you'll gain: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Recurrent Neural Networks (RNNs), Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Deep Learning, Restful API, Convolutional Neural Networks, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Explainable deep learning models for healthcare - CDSS 3

    Skills you'll gain: Autoencoders, Model Evaluation, Deep Learning, Healthcare 5.0, Recurrent Neural Networks (RNNs), Applied Machine Learning, Time Series Analysis and Forecasting, Machine Learning, Convolutional Neural Networks, Responsible AI, Electocardiography, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Columbia University

    University Studies for Student Veterans

    Skills you'll gain: Literacy, Time Management, Learning Strategies, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Critical Thinking, Adaptability

    Beginner · Course · 1 - 3 Months

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

  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Honors Algebra 2: Linear and Quadratic Functions: Johns Hopkins University
  • Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
  • GenAI for Code Migration Tasks Training: Simplilearn
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • Manage Agile Workflows with Product Roadmaps in Miro: Coursera
  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera
  • Packaging Design: Redesign a Product for a Brand from A to Z: Skillshare
  • Programming Generative AI: Unit 1: Pearson
  • Using SAS Viya REST APIs with Python and R: SAS

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