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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


  • P

    Packt

    Deep Learning - Computer Vision for Beginners Using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Convolutional Neural Networks, Deep Learning, Pandas (Python Package), Image Analysis, Model Optimization, Python Programming, Data Manipulation, Model Training

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Model Optimization, Deep Learning, Model Training, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Network Architecture, Probability & Statistics, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Decision Tree Learning, Deep Learning, Quality Control

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    컨볼루션 신경망

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Fine-tuning, Classification Algorithms, Network Architecture, Embeddings, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Infrastructure: Networking Techniques

    Skills you'll gain: Google Cloud Platform, Virtual Networking, Cloud Infrastructure, Data Import/Export, Network Architecture, Identity and Access Management, Generative AI, Network Planning And Design, AI Workflows, Network Performance Management, General Networking, Network Protocols, Network Infrastructure, Load Balancing, Distributed Computing

    Intermediate · Course · 1 - 3 Months

  • C

    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

  • S

    Skillshare

    Writing for Inner Calm: Mindset, Methods, and Daily Exercise

    Skills you'll gain: Writing and Editing, Writing, Storytelling, Personal Development, Meditation & Breathwork, Persistence, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Creativity, Mindfulness, Mental Concentration, Overcoming Obstacles

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating Service Innovation Culture in Public Sector

    Skills you'll gain: Service Improvement, Innovation, Continuous Improvement Process, Change Management, Organizational Change, Service Management, Customer experience improvement, Strategic Planning, Culture Transformation, Public Administration, Organizational Strategy, Public Policies, Case Studies, Strategic Thinking, Organizational Leadership, Technology Strategies

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    ​​Scout Like a Pro: Find Landscape Photography Locations

    Skills you'll gain: Photography, Geospatial Information and Technology, Geospatial Mapping, Geographic Information Systems, GIS Software, Global Positioning Systems, Spatial Data Analysis, Planning, Research, Critical Thinking, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • M

    Minnesota State University, Mankato

    Negotiation That Works: Strategies for Influence & Agreement

    Skills you'll gain: Negotiation, Conflict Management, Influencing, Interpersonal Communications, Adaptability, Verbal Communication Skills, Persuasive Communication, Communication, Relationship Building, Communication Strategies, Emotional Intelligence, Empathy & Emotional Intelligence, Collaboration, Leadership, Relationship Management, Non-Verbal Communication, Cross-Functional Collaboration, Problem Solving, Strategic Thinking, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • C

    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

  • C

    Coursera

    GPU Clusters & Containers

    Skills you'll gain: Model Deployment, Containerization, Application Deployment, MLOps (Machine Learning Operations), AI Orchestration, Docker (Software), Cloud Deployment, Kubernetes, Applied Machine Learning, Model Training, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure

    Intermediate · Course · 1 - 4 Weeks

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

  • Deep Learning - Computer Vision for Beginners Using PyTorch: Packt
  • Generative AI: Foundations and Concepts: Northeastern University
  • Predictive Analytics Project Ideation: University of Minnesota
  • 컨볼루션 신경망: DeepLearning.AI
  • AI Infrastructure: Networking Techniques: Google Cloud
  • Utilize Survey Monkey as an Evaluation Tool: Coursera
  • Writing for Inner Calm: Mindset, Methods, and Daily Exercise: Skillshare
  • Creating Service Innovation Culture in Public Sector: Coursera
  • ​​Scout Like a Pro: Find Landscape Photography Locations: Skillshare
  • Negotiation That Works: Strategies for Influence & Agreement: Minnesota State University, Mankato

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