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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

    Face Recognition with Keras: Detect & Classify

    Skills you'll gain: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Tensorflow, Data Preprocessing, Deep Learning, Embeddings, Model Deployment, Applied Machine Learning, Python Programming, Supervised Learning, NumPy, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Learning Deep Learning: Unit 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Transfer Learning, Natural Language Processing, Embeddings, Image Analysis, Deep Learning, Computer Vision, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Leadership in Transitions: Competences in Just Transitions

    Skills you'll gain: Empathy, Collaboration, Sustainable Systems, Governance, Corporate Sustainability, Environmental Policy

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Career Growth & Business Expansion

    Skills you'll gain: Presentations, Professional Development, Emotional Intelligence, Public Speaking, Personal Development, Relationship Management, Professional Networking, Branding, Adaptability, Business Planning, Problem Solving, Project Management, Contract Management

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Neural Models and Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    MonoGame Development: Design, Build & Animate Games

    Skills you'll gain: Computer Graphics, 3D Assets, Video Game Development, Game Design, C# (Programming Language), Animations, Object Oriented Programming (OOP), Program Development, Software Installation, Debugging, Computational Logic

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Houdini VEX Wrangles: Procedural Effects Guide

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphics, Linear Algebra, Animations, Programming Principles, Scripting, Simulations, User Interface (UI), Computational Logic, Data Structures

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    HRM Strategies: Analyze, Evaluate & Design

    Skills you'll gain: Human Resources Management and Planning, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Talent Acquisition, Case Studies, Organizational Strategy, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis, Risk Analysis

    Mixed · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning with Small Data Part 1

    Skills you'll gain: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Data Synthesis, Supervised Learning, Model Evaluation

    Mixed · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Online Social Media

    Skills you'll gain: Social Media, Social Media Strategy, Social Media Marketing, Social Media Management, Professional Networking, LinkedIn, digital literacy, Ethical Standards And Conduct, Facebook, Instagram, Digital Media Strategy, Media and Communications, Social Network Analysis, Professional Development, Safety and Security, Digital Marketing, Cybersecurity, Content Creation, Digital Communications, Communication

    Beginner · Course · 1 - 3 Months

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

  • Face Recognition with Keras: Detect & Classify: EDUCBA
  • Learning Deep Learning: Unit 2: Pearson
  • Leadership in Transitions: Competences in Just Transitions: Erasmus University Rotterdam
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Career Growth & Business Expansion: Packt
  • Neural Models and Machine Translation: Edureka
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • MonoGame Development: Design, Build & Animate Games: EDUCBA
  • Houdini VEX Wrangles: Procedural Effects Guide: EDUCBA
  • HRM Strategies: Analyze, Evaluate & Design: EDUCBA

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