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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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    Google Cloud

    Encoder-Decoder Architecture - Español

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

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering Agile: Apply & Adapt Principles for Value Delivery

    Skills you'll gain: Agile Methodology, Agile Software Development, Agile Project Management, Kanban Principles, Agile Product Development, Scrum (Software Development), Lean Methodologies, Sprint Retrospectives, Backlogs, Sprint Planning, Continuous Improvement Process, Stakeholder Engagement, Prioritization

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Machine Learning, Unstructured Data, Data Cleansing, Data Processing, Applied Machine Learning, Deep Learning, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Deep Learning, Applied Machine Learning, Network Architecture, Time Series Analysis and Forecasting, Machine Learning, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Deep Learning, Data Processing, Data Manipulation, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Neural Networks, Data Visualization Software, Pandas (Python Package), System Design and Implementation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    XHTML - Beginners

    Skills you'll gain: Extensible Markup Language (XML), Hypertext Markup Language (HTML), HTML and CSS, Web Development Tools, Semantic Web, Web Design and Development, Web Development, Web Design, Data Validation, Development Environment, Verification And Validation, Development Testing

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    Mixed · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Network Architecture

    Intermediate · Course · 1 - 3 Months

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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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    Skillshare

    Writing for Inner Calm: Mindset, Methods, and Daily Exercise

    Skills you'll gain: Writing, Storytelling, Journals, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Resilience, Creativity, Mindfulness, Mental Concentration, Emotional Intelligence, Overcoming Obstacles

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    MonoGame Development: Design, Build & Animate Games

    Skills you'll gain: Computer Graphics, 3D Assets, Video Game Development, Game Design, C# (Programming Language), Animations, Cross Platform Development, Object Oriented Programming (OOP), Program Development, Software Installation, Debugging, Computational Logic

    Mixed · Course · 1 - 3 Months

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

  • Encoder-Decoder Architecture - Español: Google Cloud
  • Mastering Agile: Apply & Adapt Principles for Value Delivery: EDUCBA
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Advanced Tokenization and Sentiment Analysis: Edureka
  • RNN Architecture and Sentiment Classification: Packt
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • XHTML - Beginners: EDUCBA
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Crecimiento exponencial para líderes y empresas: UBITS
  • Writing for Inner Calm: Mindset, Methods, and Daily Exercise: Skillshare

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