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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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    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · 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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    O.P. Jindal Global University

    Introduction to Data Science (Public Policy)

    Skills you'll gain: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Data Collection, Seaborn, Text Mining, Data Science, Data Visualization Software, JSON, Data Manipulation, Data Analysis, Python Programming, Natural Language Processing, Data Structures, Data Preprocessing, Programming Principles

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Transfer Learning, Data Analysis, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Applied Machine Learning, Computer Vision, Model Evaluation, Machine Learning, Performance Tuning

    Intermediate · Course · 3 - 6 Months

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    Real Madrid Graduate School Universidad Europea

    The Future of Sports Media and Challenges Ahead

    Skills you'll gain: Media and Communications, Augmented and Virtual Reality (AR/VR), Revenue Management, Innovation, Brand Management, Content Strategy, Augmented Reality, New Product Development, Digital Transformation, Storytelling, Marketing Strategy and Techniques, Trend Analysis, Sustainability Reporting, People Analytics, Metadata Management, Game Theory, Digital Design, Artificial Intelligence, Open Source Technology, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Créer des diagrammes stratégiques d'entreprise avec Creately

    Skills you'll gain: Business Planning, Process Flow Diagrams, Diagram Design, Business Strategy, Strategic Thinking, Strategic Planning, User Accounts, Productivity Software, Collaborative Software, Graphic Design, Market Analysis

    Beginner · Guided Project · Less Than 2 Hours

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    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    CCBA Certification Business Analysis Essentials

    Skills you'll gain: Business Analysis, Business Systems Analysis, Stakeholder Engagement, Stakeholder Management, Business Requirements, Requirements Management, Business Process, Business Strategies, Performance Analysis, Strategic Thinking, Governance, Risk Analysis, Business Solutions, Verification And Validation, Prioritization

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Trends and Innovations in Sports Media

    Skills you'll gain: Driving engagement, AI Personalization, Media Production, Media Strategy, Media and Communications, Community Organizing, Augmented and Virtual Reality (AR/VR), Digital Media Strategy, Content Creation, Social Media Strategy, Web Content, Social Media, Revenue Management, Innovation, Brand Management, Data-Driven Decision-Making, E-Commerce, Video Production, User Centered Design, Game Theory

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Ethical Hacking with Kali Linux: Analyze & Apply

    Skills you'll gain: Penetration Testing, Exploitation techniques, Brute-force attacks, Cyber Security Assessment, Vulnerability Assessments, Authentications, Wireless Networks, Network Security, Linux, Encryption, Microsoft Windows, Cryptography, Operating Systems

    Mixed · Course · 1 - 4 Weeks

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

  • Introduction to CNN Training: Simplilearn
  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • Data Mining for Smart Cities: IIT Roorkee
  • Introduction to Data Science (Public Policy): O.P. Jindal Global University
  • Deep Learning with Keras and Practical Applications: Packt
  • The Future of Sports Media and Challenges Ahead: Real Madrid Graduate School Universidad Europea
  • Créer des diagrammes stratégiques d'entreprise avec Creately: Coursera
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • CCBA Certification Business Analysis Essentials: Simplilearn
  • Trends and Innovations in Sports Media: Real Madrid Graduate School Universidad Europea

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