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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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    Packt

    Advanced Concepts in Recursion, Backtracking, and OOP

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Computational Thinking, Java, Algorithms, Programming Principles, Computer Programming, Solution Design

    Advanced · Course · 1 - 3 Months

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    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Unsupervised Learning, Data Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Descriptive Statistics, Data Processing, Data Preprocessing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms, Model Evaluation

    Beginner · Course · 1 - 3 Months

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    Packt

    Sorting Algorithms, Complexity Analysis, and Optimization

    Skills you'll gain: Algorithms, Applied Mathematics, Data Structures, Theoretical Computer Science, Numerical Analysis, Computational Thinking, Mathematical Theory & Analysis, Performance Tuning, Logical Reasoning

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Solve Tree Problems with Java Recursion

    Skills you'll gain: Performance Tuning, Java, Memory Management, Computational Thinking, Algorithms, Java Programming, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation

    Advanced · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Programming

    Skills you'll gain: Computational Thinking, Programming Principles, Web Development, Code Reusability, Database Management, Object Oriented Programming (OOP), Computational Logic, Information Technology, Information Systems, Maintainability, Relational Databases, Computer Programming, Extensible Markup Language (XML), Algorithms, Other Programming Languages, SQL, Hypertext Markup Language (HTML), Data Structures, Cascading Style Sheets (CSS), Javascript

    Beginner · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Fundamentos TIC para negocios: Programación

    Skills you'll gain: Algorithms, Computer Programming, Programming Principles, Code Reusability, Web Applications, Debugging, Object Oriented Programming (OOP), Maintainability, Information Technology, Program Development, Other Programming Languages, Computational Logic, Object Oriented Design, Computational Thinking, Data Management, Databases

    Beginner · Course · 1 - 3 Months

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In summary, here are 7 of our most popular computational thinking courses

  • Advanced Concepts in Recursion, Backtracking, and OOP: Packt
  • Program Structure and Algorithms Part 2: Northeastern University
  • Foundations for Data Analytics Part 1: Northeastern University
  • Sorting Algorithms, Complexity Analysis, and Optimization: Packt
  • Solve Tree Problems with Java Recursion: Coursera
  • IT Fundamentals for Business Profiles: Programming: Universitat Politècnica de València
  • Fundamentos TIC para negocios: Programación: Universitat Politècnica de València

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