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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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    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica del Perú

    Propedéutico: Fundamentos para Posgrado en Negocios

    Skills you'll gain: Writing, Statistical Methods, Business Mathematics, Business Writing, Financial Analysis, Learning Strategies, Finance, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    Erasmus University Rotterdam

    Leadership in Transitions: Competences in Just Transitions

    Skills you'll gain: Empathy, Collaboration, Organizational Leadership, Initiative and Leadership, Sustainable Systems, Governance, Corporate Sustainability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    SEO Strategy: Analyze, Apply & Optimize

    Skills you'll gain: Search Engine Optimization, Content Strategy, Target Audience, Web Analytics and SEO, Keyword Research, Market Opportunities, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    UBITS

    Crecimiento exponencial para líderes y empresas

    Skills you'll gain: Business Transformation, Growth Strategies, Strategic Leadership, Business Development, Strategic Thinking, Organizational Change, Organizational Strategy, Emerging Technologies, Digital Transformation, Business Strategies, Leadership, Innovation, Organizational Structure, Market Opportunities

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning with Small Data Part 1

    Skills you'll gain: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Supervised Learning, Model Evaluation

    Mixed · Course · 1 - 3 Months

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    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Arm

    Optimizing Generative AI on Arm Processors

    Skills you'll gain: Generative AI, Model Deployment, Large Language Modeling, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Cloud Deployment, Performance Tuning, Hardware Architecture, Deep Learning, Embedded Systems, Computer Hardware, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Strategic Management Case Study: Analyze & Apply

    Skills you'll gain: Organizational Strategy, Strategic Leadership, Business Strategy, Business Planning, Operations, Financial Forecasting, Organizational Change, Sales Strategy, Revenue Management, Financial Analysis, Business Modeling, Business Transformation, Financial Planning, Profit and Loss (P&L) Management

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Centered Design, Prototyping, UI/UX Research, Miro AI, Wireframing, User Research, Design Thinking

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to CNN Training: Simplilearn
  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú
  • Leadership in Transitions: Competences in Just Transitions: Erasmus University Rotterdam
  • SEO Strategy: Analyze, Apply & Optimize: EDUCBA
  • Deep Learning with TensorFlow: Build Neural Networks: EDUCBA
  • Crecimiento exponencial para líderes y empresas: UBITS
  • Machine Learning with Small Data Part 1: Northeastern University
  • Data and Machine Learning for Technical Product Managers: Coursera
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Optimizing Generative AI on Arm Processors: Arm

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