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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


  • S

    Simplilearn

    AI ML with Deep Learning and Supervised Models

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Predictive Modeling, Machine Learning, Decision Tree Learning, Regression Analysis

    ★ 4 (12) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Applied Machine Learning, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    ★ 4.4 (84) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    Starweaver

    CEO Playbook: Generative AI

    Skills you'll gain: Responsible AI, Google Gemini, Anthropic Claude, Business Leadership, ChatGPT, Business Transformation, Digital Transformation, Leadership, Strategic Leadership, Strategic Thinking, Generative AI, Competitive Intelligence, Stakeholder Communications, Decision Intelligence, Organizational Change, AI Integrations, Communication Strategies, Business Ethics, Analytical Skills, Strategic Marketing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms, Data Transformation

    ★ 3.9 (60) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Retrieve Data using Single-Table SQL Queries

    Skills you'll gain: SQL, Query Languages, Data Access, Database Software, Database Design, Relational Databases, Problem Solving

    ★ 4.6 (335) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Cybersecurity for Data Science

    Skills you'll gain: Data Security, Cybersecurity, Cyber Attacks, Data Ethics, Computer Security, Authentications, Cryptography, Information Assurance, Cyber Security Policies, Authorization (Computing), Security Software, Security Controls, Cyber Security Assessment, Information Privacy, Encryption, Data Access, Security Awareness, Risk Analysis, Problem Solving, Communication

    ★ 3.5 (31) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    TypeScript Operators

    Skills you'll gain: TypeScript, Computational Logic, Programming Principles, Computer Programming

    ★ 4.5 (26) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    What is Technology Entrepreneurship and Innovation?

    Skills you'll gain: Entrepreneurship, Commercialization, Innovation, Presentations, Proposal Development, Market Opportunities, Technology Strategies, Product Development, Solution Design, Customer Insights, Customer Analysis

    ★ 4.7 (59) · Beginner · Course · 1 - 3 Months

  • S

    SoFi

    Managing Debt

    Skills you'll gain: Mortgage Loans, Loans, Consumer Lending, Credit Risk, General Lending, Payment Processing and Collection, Wealth Management, Financial Planning, Budget Management, Cost Benefit Analysis, Goal Setting, Consolidation, Financial Analysis, Prioritization

    ★ 4.7 (28) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Computer Programming Tools

    ★ 4.9 (13) · Beginner · Specialization · 3 - 6 Months

  • S

    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, Model Training, 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

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

  • I

    Institut Mines-Télécom

    IoT Communications and Networks

    Skills you'll gain: Internet Of Things, Wireless Networks, Routing Protocols, General Networking, TCP/IP, Network Routing, Network Architecture, Network Protocols, Network Performance Management, Computer Networking, Communication Systems, OSI Models, Telecommunications

    Intermediate · Course · 1 - 3 Months

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

  • AI ML with Deep Learning and Supervised Models: Simplilearn
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • CEO Playbook: Generative AI: Starweaver
  • Facial Expression Recognition with PyTorch : Coursera
  • Retrieve Data using Single-Table SQL Queries: Coursera
  • Cybersecurity for Data Science: University of Colorado Boulder
  • TypeScript Operators: Coursera
  • What is Technology Entrepreneurship and Innovation?: Arizona State University
  • Managing Debt: SoFi
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder

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