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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


  • U

    University of Pennsylvania

    Deep Learning Essentials

    Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Data Processing, Model Optimization, Artificial Neural Networks, Machine Learning Methods, Applied Machine Learning, Model Training, Machine Learning Algorithms, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Adobe

    Build Creative Concepts for Real Projects

    Skills you'll gain: AI powered creativity, Visual Storytelling, Ideation, Adobe Firefly, Target Audience, Creative Problem-Solving, Conceptual Design, Creative Thinking, Brainstorming, Creativity, Communication, Design Thinking, Visual Design, Entrepreneurship, Value Propositions, Generative AI, Prototyping, Problem Solving, Adobe Creative Cloud, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    C# Basics For Absolute Beginners in C# and .NET

    Skills you'll gain: Debugging, Development Environment, .NET Framework, C# (Programming Language), Integrated Development Environments, Microsoft Visual Studio, Programming Principles, Computer Programming Tools, Computational Logic, Microsoft Development Tools, Data Structures

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Translating Research to Communities

    Skills you'll gain: Public Health, Health Policy, Public Health and Disease Prevention, Community Health, Health Disparities, Health Systems, Community Development, Research, Health Informatics, Clinical Research, Community Outreach, Culture, Research Methodologies, Cultural Diversity

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Dark Data Migration and Architecture

    Skills you'll gain: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Capacity Planning, Capacity Management, Decision Making, Data Warehousing, Decision Intelligence, Data Strategy, Data Lakes, Complex Problem Solving, Design Thinking, Data Governance, Data Access, Data Literacy, Data Management, Organizational Effectiveness, Solution Design

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Product Analytics Unlocked: Metrics to Meaningful Insight

    Skills you'll gain: Data Storytelling, Data Presentation, Conversion Funnel Analysis, Dashboard, Data Pipelines, Strategic Prioritization, Customer Retention, Customer Analysis, Product Strategy, SQL, Data Analysis, Business Intelligence, Data Warehousing, Pandas (Python Package), Performance Metric, Statistical Analysis, Scikit Learn (Machine Learning Library), Decision Making, Resource Allocation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Introduction to Software Development and Applications

    Skills you'll gain: Systems Thinking, Software Visualization, Software Engineering, Object Oriented Programming (OOP), Project Risk Management, Application Design, Object Oriented Design, Software Development Life Cycle, Risk Management, Software Development Methodologies, Software Design, Application Development, Program Development, Business Logic, User Experience Design, Systems Development, Software Development, Business Architecture, Usability, User Centered Design

    1.1
    Rating, 1.1 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    JavaScript Essentials: From Basics to DOM

    Skills you'll gain: Event-Driven Programming, Javascript, Object Oriented Programming (OOP), Web Development, Scripting, Cascading Style Sheets (CSS), Data Validation, Prototyping, Programming Principles, Computational Logic, Code Reusability, Development Environment

    Beginner · Course · 3 - 6 Months

  • U

    University of California, Davis

    Digital Trends: AI, Metaverse, Persuasive Tech & Blockchain

    Skills you'll gain: Digital Transformation, AI Personalization, Blockchain, digital literacy, Data Ethics, Emerging Technologies, FinTech, Artificial Intelligence, Digital Assets, Responsible AI, Artificial Neural Networks, Social Media, Driving engagement, Deep Learning, Simulation and Simulation Software, Persuasive Communication, Intellectual Property, Machine Learning, Algorithms, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Houston

    Value-Based Care: Capstone Project

    Skills you'll gain: Value-Based Care, Constructive Feedback, Active Listening, Portfolio Management, Team Oriented, Peer Review, Project Portfolio Management, Project Closure, Health Care, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    CVS Health

    Preparing for Your Retail Customer Service Role

    Skills you'll gain: Call Center Experience, Greeting Customers, Customer Complaint Resolution, De-escalation Techniques, Conflict Management, Customer Inquiries, Customer Service, Customer Relationship Building, Interviewing Skills, Customer Support, Inbound Calls, Outbound Calls, Problem Solving, Keyword Research, Verbal Communication Skills, Communication

    4.4
    Rating, 4.4 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Deep Learning Essentials: University of Pennsylvania
  • Build Creative Concepts for Real Projects: Adobe
  • C# Basics For Absolute Beginners in C# and .NET: Packt
  • Translating Research to Communities : University of Michigan
  • Dark Data Migration and Architecture: Arizona State University
  • Product Analytics Unlocked: Metrics to Meaningful Insight: Coursera
  • Introduction to Software Development and Applications: Northeastern University
  • AWS AI Practitioner Certification Prep: LearnKartS
  • JavaScript Essentials: From Basics to DOM: Packt
  • Digital Trends: AI, Metaverse, Persuasive Tech & Blockchain: University of California, Davis

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