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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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    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    3.1
    Rating, 3.1 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Fine-tuning Language Models for Business Tasks

    Skills you'll gain: LLM Application, Large Language Modeling, AI Enablement, Generative AI, Forecasting, Artificial Intelligence, Business Strategies, Natural Language Processing, Business Analysis, Technology Roadmaps

    2.6
    Rating, 2.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Data Visualization, NumPy, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Artificial Intelligence, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado System

    Parenting and More GameMaker Language Code

    Skills you'll gain: Video Game Development, Game Design, Scripting Languages, Object Oriented Programming (OOP), Computational Logic, Data Structures, Computer Programming, Debugging

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Advanced Credit Risk Modeling - IT Sector

    Skills you'll gain: Financial Statement Analysis, Working Capital, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Financial Data, Risk Analysis, Analysis, Risk Management, Cash Flows, Income Statement, Balance Sheet, Business Metrics, Trend Analysis, Bankruptcies

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Model Evaluation

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    Coursera

    Back-End Infrastructure: Servers, Secure APIs and Data

    Skills you'll gain: API Design, Back-End Web Development, Secure Coding, Data Security, Application Programming Interface (API), Restful API, Application Security, Infrastructure Security, Data Integrity, Servers, OAuth, Cloud Security, Server Administration, System Configuration, Encryption, Firewall, Security Testing, Hardening

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    University of Washington

    Project Management Quickstart

    Skills you'll gain: Work Breakdown Structure, Agile Project Management, Agile Methodology, Stakeholder Management, Project Management, Project Documentation, Project Scoping, People Management, Project Planning, Dependency Analysis, Product Roadmaps, Communication Planning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    UX: Research Process

    Skills you'll gain: Information Architecture, User Experience Design, Persona (User Experience), Usability Testing, Interviewing Skills, Wireframing, Content Creation, Storytelling

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Lausanne

    HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations

    Skills you'll gain: Health Policy, Public Health, Health Equity, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Spatial Analysis, Social Determinants Of Health, Sustainable Development, Environmental Issue, Data Collection

    Beginner · Course · 1 - 3 Months

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

  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Fine-tuning Language Models for Business Tasks: Coursera
  • Deep Learning with Real-World Projects: Packt
  • Parenting and More GameMaker Language Code: University of Colorado System
  • Advanced Credit Risk Modeling - IT Sector: EDUCBA
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Mastering Machine Learning Algorithms using Python: Packt
  • Back-End Infrastructure: Servers, Secure APIs and Data: Coursera
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Project Management Quickstart: University of Washington

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