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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.


More to explore:

Popular Computational Thinking Courses and Certifications


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    EDUCBA

    Agile Practices: Apply, Evaluate & Optimize Planning

    Skills you'll gain: Sprint Retrospectives, Kanban Principles, Sprint Planning, Agile Project Management, Lean Methodologies, Risk Management, Agile Software Development, Agile Methodology, Team Building, Workflow Management, Backlogs, Project Planning, Performance Metric, Team Performance Management, Release Management, Scrum (Software Development), Process Development, Continuous Improvement Process, Continuous Integration, Stakeholder Engagement

    Mixed · Course · 1 - 4 Weeks

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    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Artificial Intelligence, Machine Learning Methods, Image Analysis, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: 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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    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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    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Embeddings, Deep Learning, Image Analysis, Computer Vision, Natural Language Processing, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Power Platform & SPFx: SharePoint Dev Essentials

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, No-Code Development, Workflow Management, Process Improvement, Business Process Automation, Application Development, Decision Making, Design Software, Application Deployment, React.js, Power Electronics, Systems Integration, Governance

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Data Streaming and NLP with PySpark

    Skills you'll gain: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning

    Intermediate · 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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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Manipulation, Applied Machine Learning, Model Deployment, Artificial Neural Networks, Embeddings, Matplotlib

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Strategic Management with Real-World Case Study

    Skills you'll gain: Organizational Strategy, Business Strategy, Strategic Planning, Strategic Thinking, Management Information Systems, Strategic Leadership, Plan Execution, Strategic Decision-Making, Corporate Strategy, Sales Enablement, Sales Strategy, Performance Measurement, Revenue Management, Business Priorities, Competitive Analysis, Talent Acquisition, Key Performance Indicators (KPIs), Team Motivation

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Octave for Machine Learning: Analyze & Visualize

    Skills you'll gain: Text Mining, Statistical Analysis, Data Visualization, Descriptive Statistics, Data Analysis, Computer Programming, Mathematical Software, Data Preprocessing, Data Manipulation, Linear Algebra, Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep AI-900: Microsoft Certified Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Generative AI, Microsoft Azure, Image Analysis, Computer Vision, OpenAI, Artificial Intelligence, Natural Language Processing, Machine Learning, Prompt Engineering, Data Ethics, Model Evaluation, Deep Learning, Data Science, Data Preprocessing

    Beginner · Course · 1 - 3 Months

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

  • Agile Practices: Apply, Evaluate & Optimize Planning: EDUCBA
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Understanding justice and fairness in energy transitions : Utrecht University
  • Optimizing Generative AI on Arm Processors: Arm
  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • Power Platform & SPFx: SharePoint Dev Essentials: Coursera
  • Data Streaming and NLP with PySpark: Edureka
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Strategic Management with Real-World Case Study: EDUCBA

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