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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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    EDUCBA

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation

    Mixed · 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, Object Oriented Programming (OOP), Program Development, Software Installation, Debugging, Computational Logic

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model

    Mixed · Course · 1 - 3 Months

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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Integration Testing, Application Development, Power Apps Component Framework, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, Scenario Testing, Solution Architecture, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Strategic Management Case Study: Analyze & Apply

    Skills you'll gain: Organizational Strategy, Strategic Leadership, Business Strategy, Business Planning, Operations, Financial Forecasting, Organizational Change, Sales Strategy, Revenue Management, Financial Analysis, Business Modeling, Business Transformation, Financial Planning, Profit and Loss (P&L) Management

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Créer des diagrammes de Buyer Persona avec Creately

    Skills you'll gain: Diagram Design, Persona Development, User Accounts, Productivity Software, Strategic Thinking, Market Analysis, Marketing Communications

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Orchestrating Experiences: Designing Consistent UX Journeys

    Skills you'll gain: User Experience, Experience Design, Design Strategies, Service Design, Customer experience improvement, User Experience Design, Customer Engagement, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, Customer Insights, Business Analysis, Process Mapping, Cross-Functional Collaboration, Business Strategy, Strategic Prioritization, Stakeholder Engagement, Product Strategy

    Beginner · Course · 1 - 3 Months

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    Packt

    The Complete Carbon Programming Course

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Model Deployment, Data Transformation, Google Cloud Platform, Deep Learning, Machine Learning Methods, Cloud Deployment, Data Pipelines

    Intermediate · Course · 1 - 3 Months

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    Packt

    Designing Agentive Technology: AI for Human Support

    Skills you'll gain: Agentic systems, Human Computer Interaction, Interaction Design, User Experience Design, User Experience, Responsible AI, AI Product Strategy, Design Strategies, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Machine Learning, Technology Strategies, Emerging Technologies

    Intermediate · Course · 3 - 6 Months

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

  • Statistics for Data Science with Python: EDUCBA
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • MonoGame Development: Design, Build & Animate Games: EDUCBA
  • Applied Natural Language Processing in Engineering Part 2: Northeastern University
  • H2O Hydrogen Torch Starter Course: H2O.ai
  • PL-400 Exam Preparation & Capstone: Real-World Projects: Board Infinity
  • Strategic Management Case Study: Analyze & Apply: EDUCBA
  • Créer des diagrammes de Buyer Persona avec Creately: Coursera
  • Orchestrating Experiences: Designing Consistent UX Journeys: Packt
  • The Complete Carbon Programming Course: Packt

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