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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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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Integration Testing, Application Development, Power Apps Component Framework, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, Scenario Testing, Solution Architecture, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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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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    Google Cloud

    生成 AI: 基本概念の理解

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Unstructured Data, Artificial Intelligence, Data Quality, Data Access, Deep Learning, Machine Learning, Business Solutions

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Deep Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    Heriot-Watt University

    MSc Computer Science

    Skills you'll gain: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Computer Programming, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Algorithms, Reinforcement Learning, Computational Thinking, Software Development, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

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    Coursera

    Portfolio Development in Canva

    Skills you'll gain: Storytelling, Canva (Software), Visual Design, Case Studies, Content Creation, Digital Design, Portfolio Management, Design Strategies, Layout Design, Project Documentation, Graphic and Visual Design, Planning, Strategic Planning, Critical Thinking and Problem Solving, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Data Preprocessing, MLOps (Machine Learning Operations), Cloud Deployment, Deep Learning, Data Transformation, Data Pipelines, Feature Engineering, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Octave Machine Learning: Apply, Analyze & Build

    Skills you'll gain: Scalability, Time Series Analysis and Forecasting, File I/O, Predictive Modeling, Programming Principles, Data Import/Export, Matlab, Exploratory Data Analysis, Scripting, Data Preprocessing, Statistical Analysis, Data Analysis, Data Processing, Data Manipulation, Applied Machine Learning

    Mixed · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Digital Marketing 2

    Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Keyword Research, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Google Ads, Marketing Effectiveness, A/B Testing, Apache Hadoop, Marketing Automation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Responsible AI, Generative AI, AI Enablement, Machine Learning Methods, Unstructured Data, Google Cloud Platform, Machine Learning, Applied Machine Learning, AI Security, Large Language Modeling, Deep Learning, Data Quality

    Beginner · Course · 1 - 4 Weeks

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

  • Statistical Learning for Engineering Part 2: Northeastern University
  • PL-400 Exam Preparation & Capstone: Real-World Projects: Board Infinity
  • Leadership in Transitions: Competences in Just Transitions: Erasmus University Rotterdam
  • 生成 AI: 基本概念の理解: Google Cloud
  • Attention Mechanism - 简体中文: Google Cloud
  • H2O Hydrogen Torch Starter Course: H2O.ai
  • MSc Computer Science: Heriot-Watt University
  • Portfolio Development in Canva: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano: Google Cloud
  • Octave Machine Learning: Apply, Analyze & Build: EDUCBA

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