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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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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Computer Vision, Artificial Neural Networks, Predictive Modeling, Exploratory Data Analysis, Performance Tuning

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Machine Learning with Implementation in Java

    Skills you'll gain: Java, Java Programming, Apache Spark, Applied Machine Learning, Deep Learning, Data Processing, Application Deployment, Natural Language Processing, Data Cleansing, Machine Learning Algorithms, Machine Learning, Feature Engineering, Data Transformation, Scalability, Artificial Neural Networks, Regression Analysis, Interoperability

    Intermediate · Course · 1 - 4 Weeks

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    HEC Paris

    Leading Innovation With Creativity University Certificate

    Skills you'll gain: Design Thinking, Active Listening, Organizational Structure, Innovation, Creativity, Creative Thinking, Talent Management, Self-Awareness, Entrepreneurship, Consumer Behaviour, Organizational Effectiveness, Creative Problem-Solving, Systems Thinking, Leadership, Strategic Thinking, Organizational Strategy, Ideation, Business Strategy, Emotional Intelligence, Technology Strategies

    University Certificate · 6 - 12 Months

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    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Natural Language Processing, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Generative Model Architectures

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - Português Brasileiro

    Skills you'll gain: Image Analysis, Generative AI, Deep Learning, Computer Vision, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Career Growth & Business Expansion

    Skills you'll gain: Presentations, Professional Development, Emotional Intelligence, Public Speaking, Personal Development, Productivity, Relationship Management, Professional Networking, Branding, Business Planning, Problem Solving, Project Management, Contract Management

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

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

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Deep Learning, MLOps (Machine Learning Operations), Data Processing, Applied Machine Learning, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, LLM Application, Computer Vision, Responsible AI, Generative AI, Data Ethics, Multimodal Prompts, Applied Machine Learning, Natural Language Processing, Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Application Deployment, Network Model, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 简体中文

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Applied Machine Learning, Generative AI, Machine Learning Methods, Deep Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Leadership in Transitions: Competences in Just Transitions

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

    Intermediate · Course · 1 - 4 Weeks

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

  • H2O Hydrogen Torch Starter Course: H2O.ai
  • Machine Learning with Implementation in Java: Board Infinity
  • Leading Innovation With Creativity University Certificate: HEC Paris
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Statistical Learning for Engineering Part 2: Northeastern University
  • Create Image Captioning Models - Português Brasileiro: Google Cloud
  • Career Growth & Business Expansion: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Learning Deep Learning: Unit 3: Pearson

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