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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

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing

    Beginner · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Debugging, Artificial Intelligence, Image Analysis, Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Computer Vision

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Emory University

    Marketing Channel Incentives

    Skills you'll gain: Marketing Channel, Direct Marketing, Direct Selling, Business Marketing, Strategic Marketing, Price Negotiation, Sales Management, Strategic Thinking, New Business Development, Market Analysis, Business Risk Management, Business Relationship Management, Retail Sales

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Mechanical Vibration

    Skills you'll gain: Vibrations, Matlab, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Applied Mathematics, Mechanics, Differential Equations, Mathematical Modeling, Control Systems

    Intermediate · Course · 1 - 3 Months

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    Erasmus University Rotterdam

    Entrepreneurial Competencies for Landscape Restoration

    Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Product Development, Business Modeling, Innovation, Investment Banking, Ideation, Stakeholder Management, Customer Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    How to Use The IFE-EFE Matrix for Strategic Analysis

    Skills you'll gain: Competitive Analysis, Strategic Thinking, Business Strategy, Strategic Decision-Making, Organizational Strategy, Key Performance Indicators (KPIs), Performance Analysis, Analysis, Internal Auditing, Market Analysis, External Auditing, Market Opportunities, Entrepreneurship, Leadership

    Intermediate · Guided Project · Less Than 2 Hours

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 1

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Embeddings, Generative AI, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Machine Learning Methods, Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression

    2.7
    Rating, 2.7 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universidad Austral

    NLP Modelos y Algoritmos

    Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Unsupervised Learning, Algorithms, Supervised Learning

    3.7
    Rating, 3.7 out of 5 stars
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    Beginner · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Generating Vision: Long-Term Ideas to Motivate Stakeholders

    Skills you'll gain: Forecasting, Strategic Leadership, Product Roadmaps, Business Strategy, Innovation, Brainstorming, Organizational Strategy, Strategic Communication, Leadership, Employee Retention, Stakeholder Engagement, Employee Engagement

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Feedback Loops: Horizontal Feedback

    Skills you'll gain: Constructive Feedback, Cooperation, Independent Thinking, Empathy, Rapport Building, Teamwork, Collaboration, Relationship Building, Diversity and Inclusion, Emotional Intelligence, Cognitive flexibility, Communication

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    ITSM Foundations: Optimizing IT Service Management

    Skills you'll gain: ServiceNow, Problem Management, Incident Management, IT Service Management, Information Technology Infrastructure Library, Release Management, Service Management, Change Management, Information Technology Operations, Information Technology, Problem Solving, Root Cause Analysis, IT Management, Operational Efficiency, Automation, Workflow Management, Prioritization

    Beginner · Course · 1 - 4 Weeks

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

  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Foundations of Neural Networks: Johns Hopkins University
  • Marketing Channel Incentives: Emory University
  • Mechanical Vibration: Korea Advanced Institute of Science and Technology(KAIST)
  • Entrepreneurial Competencies for Landscape Restoration: Erasmus University Rotterdam
  • How to Use The IFE-EFE Matrix for Strategic Analysis: Coursera
  • Quick Start Guide to Large Language Models (LLMs): Unit 1: Pearson
  • PySpark for Data Science: Edureka
  • NLP Modelos y Algoritmos: Universidad Austral
  • Generating Vision: Long-Term Ideas to Motivate Stakeholders: University of Maryland, College Park

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