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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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    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Data Preprocessing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Utrecht University

    Understanding justice and fairness in energy transitions

    Skills you'll gain: Social Justice, Social Impact, Socioeconomics, Sustainable Development, Community Development, Governance, Policy Analysis, Environmental Policy, Climate Change Mitigation, Case Studies, Stakeholder Engagement

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Developing a Google SRE Culture - Português Brasileiro

    Skills you'll gain: Site Reliability Engineering, Safety Culture, DevOps, Continuous Delivery, Culture Transformation, Service Level, Continuous Integration, Staff Management, System Monitoring, Capacity Management, Incident Management, Design Thinking, Automation, Data-Driven Decision-Making

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing

    Mixed · Course · 1 - 4 Weeks

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    IIT Roorkee

    Data Mining for Smart Cities

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Data Preprocessing, Anomaly Detection, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, Classification Algorithms, Statistical Programming, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Conceptos y lenguaje de las organizaciones

    Skills you'll gain: Business Analytics, Performance Measurement, Accounting, Business Strategy, Marketing, Strategic Communication, Organizational Strategy, Data Analysis, Strategic Thinking, Consumer Behaviour, Product Lifecycle Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Kodlayıcı-Kod Çözücü Mimarisi

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Recurrent Neural Networks (RNNs), Natural Language Processing, Applied Machine Learning, Deep Learning, Text Mining

    Advanced · 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

  • Status: New
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    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Developing a Google SRE Culture - 日本語版

    Skills you'll gain: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Service Level, Continuous Integration, Performance Measurement, Performance Metric, Change Management, Design Thinking, Automation, Data-Driven Decision-Making, Prototyping

    Beginner · Course · 1 - 3 Months

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

  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Understanding justice and fairness in energy transitions : Utrecht University
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Developing a Google SRE Culture - Português Brasileiro: Google Cloud
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Data Mining for Smart Cities: IIT Roorkee
  • Conceptos y lenguaje de las organizaciones: University of Illinois Urbana-Champaign
  • Kodlayıcı-Kod Çözücü Mimarisi: Google Cloud
  • H2O Hydrogen Torch Starter Course: H2O.ai
  • Image Captioning with TensorFlow & Streamlit: EDUCBA

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