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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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    U

    Universidad Nacional de Colombia

    Learning from the experiences of caregivers with chronic conditions

    Skills you'll gain: Caregiving, Critical Thinking, Complex Problem Solving, Case Studies, Patient-centered Care, Compassion, Chronic Diseases, Empathy, Organizational Skills, Emotional Intelligence, Stress Management, Communication

    Beginner · Course · 1 - 4 Weeks

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    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

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    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

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

    Beginner · Course · 1 - 4 Weeks

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    I

    IESE Business School

    Mastering the Art of Scaling and Convincing Investors

    Skills you'll gain: Entrepreneurship, Business Valuation, Market Analysis, Competitive Analysis, Presentations, Fundraising, Market Research, Strategic Decision-Making, Strategic Thinking, New Business Development, Return On Investment, Due Diligence, Value Propositions, Mergers & Acquisitions, Negotiation, Investments, Financial Analysis, Innovation

    Beginner · Course · 1 - 3 Months

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    A

    Adobe

    Color Theory and Application in Adobe Illustrator

    Skills you'll gain: Color Theory, Color Matching, Adobe Illustrator, Creative Design, Graphic and Visual Design, Design Elements And Principles, Digital Design, Graphic Design, Design, Visual Design, Design Software, Content Creation, Creative Thinking

    Beginner · Course · 1 - 4 Weeks

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    P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Tensorflow, Predictive Modeling, Dimensionality Reduction, Classification Algorithms, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

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    J

    Johns Hopkins University

    Online Influence and Persuasion

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Scripting, Psychology

    Intermediate · Course · 1 - 3 Months

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    Fundação Instituto de Administração

    Corporate Foresight

    Skills you'll gain: Innovation, Forecasting, Strategic Thinking, Corporate Strategy, Strategic Decision-Making, Business Strategy, Organizational Strategy, Trend Analysis, Analysis, Market Opportunities, Organizational Change, Decision Making, Market Dynamics, Business Research, Process Improvement

    Advanced · Course · 1 - 3 Months

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    Packt

    The Complete Python Course

    Skills you'll gain: Mathematical Software, Scripting Languages, Scripting, Statistical Analysis, Software Installation

    Intermediate · Course · 3 - 6 Months

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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Exploratory Data Analysis, Computer Programming

    Beginner · Course · 3 - 6 Months

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    Packt

    Jetson Nano Starter to Pro - A Computer Vision Course

    Skills you'll gain: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Artificial Intelligence, Transfer Learning, System Configuration, Deep Learning, Real Time Data, Performance Tuning, Model Deployment, Development Environment, Software Installation

    Intermediate · Course · 3 - 6 Months

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    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms

    Intermediate · Specialization · 3 - 6 Months

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

  • Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
  • Packaging Design: Redesign a Product for a Brand from A to Z: Skillshare
  • Structurer des projets d’apprentissage automatique: DeepLearning.AI
  • Mastering the Art of Scaling and Convincing Investors: IESE Business School
  • Color Theory and Application in Adobe Illustrator: Adobe
  • Advanced Machine Learning and Deep Learning: Packt
  • Online Influence and Persuasion: Johns Hopkins University
  • Corporate Foresight: Fundação Instituto de Administração
  • The Complete Python Course: Packt
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt

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