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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


  • Status: New
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    Edureka

    Neural Networks and Computer Vision Foundations

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI Prompting, Evaluation, and Governance

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Model Optimization, Risk Management Framework, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Fraud Using Data Analytics and R

    Skills you'll gain: Fraud detection, Anomaly Detection, Loss Prevention, R Programming, R (Software), Analytical Skills, Machine Learning Methods, Unsupervised Learning, Financial Data, Risk Analysis, Analytics, Business Strategies, Data-Driven Decision-Making, Supervised Learning, Big Data

    Beginner · Course · 1 - 4 Weeks

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    Scrum Alliance

    Coaching for Change: Making Agility Work

    Skills you'll gain: Coaching, Employee Coaching, Organizational Change, Agile Project Management, Business Transformation, Organizational Strategy, Agile Methodology, Organizational Effectiveness, Organizational Leadership, Strategic Leadership, Culture Transformation, Business Leadership, Team Leadership, Cross-Functional Team Leadership, Cross-Functional Collaboration, Leadership, Leadership and Management, Team Management, Organizational Structure, Business Strategy

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimize Your Wellness with AI Features

    Skills you'll gain: Prompt Engineering, AI Personalization, Supervised Learning, AI literacy, Health And Wellness Coaching, Predictive Analytics, Machine Learning, Responsible AI, Model Evaluation, Predictive Modeling, Data Ethics, Data Quality, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

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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

    Public Health Principles: Systems and Strategies

    Skills you'll gain: Health Policy, Public Health, Public Health and Disease Prevention, Systems Thinking, Health Promotion, Program Evaluation, Health Systems, Health Equity, Epidemiology, Community Health, Health Informatics, Media and Communications, Emergency Response, Collaboration, Communication, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Utilize Survey Monkey as an Evaluation Tool

    Skills you'll gain: Employee Surveys, Analysis, User Feedback, Employee Training, Events and Conferences, Program Evaluation, Driving engagement, User Accounts

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    University of Minnesota

    Modeling, IC Processes and Emerging Microtechnology

    Skills you'll gain: Finite Element Methods, Microarchitecture, Semiconductors, Engineering Analysis, Process Flow Diagrams, Electronics Engineering, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Artificial Intelligence, Quantum computing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Deep Learning Engineering

    Skills you'll gain: Model Deployment, Fine-tuning, PyTorch (Machine Learning Library), Model Evaluation, Model Training, Vision Transformer (ViT), Model Optimization, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines

    Advanced · Specialization · 1 - 3 Months

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    Creo Incubator

    La boîte à outils de l'entrepreneuriat

    Skills you'll gain: Go To Market Strategy, Growth Strategies, Data-Driven Marketing, Market Analysis, Strategic Marketing, Entrepreneurship, Customer Analysis, Business Metrics, Entrepreneurial Finance, Target Audience, Financial Acumen, Target Market, Product Marketing, Marketing Analytics, Data-Driven Decision-Making, Ideation, Lean Methodologies, Adaptability, Fundraising, Critical Thinking and Problem Solving

    Beginner · Specialization · 3 - 6 Months

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    U

    University of California, Davis

    Hands-on Data Centric Visual AI

    Skills you'll gain: Data Maintenance, Data Quality, Data Cleansing, Model Training, Computer Vision, Data Visualization, Data Preprocessing, Deep Learning, Image Analysis, Model Evaluation, Model Optimization, AI Workflows, Verification And Validation, Exploratory Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Neural Networks and Computer Vision Foundations: Edureka
  • GenAI Prompting, Evaluation, and Governance: Coursera
  • Analyze Fraud Using Data Analytics and R: EDUCBA
  • Coaching for Change: Making Agility Work: Scrum Alliance
  • Optimize Your Wellness with AI Features: Coursera
  • Sorting Algorithms, Complexity Analysis, and Optimization: Packt
  • Public Health Principles: Systems and Strategies : Coursera
  • Utilize Survey Monkey as an Evaluation Tool: Coursera
  • Modeling, IC Processes and Emerging Microtechnology: University of Minnesota
  • Deep Learning Engineering: Coursera

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