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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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    Northeastern University

    Fundamentals of Integrated Brand Promotion

    Skills you'll gain: Branding, Advertising, Consumer Behaviour, Brand Management, Brand Strategy, Integrated Marketing Communications, Advertising Campaigns, Marketing Communications, Brand Awareness, Marketing, Promotional Strategies, Media Planning, Digital Advertising, Customer Engagement, Media Strategy, Design Thinking

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Model Evaluation, Recurrent Neural Networks (RNNs), Classification Algorithms, Data Ethics, Responsible AI, Text Mining, Transfer Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Embeddings, Machine Learning, Data Analysis, Data Cleansing

    Intermediate · Specialization · 3 - 6 Months

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    Universidades Anáhuac

    Ciencia de Datos e IA : De los Fundamentos a la Práctica

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Databases, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Convolutional Neural Networks

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    Rating, 2.7 out of 5 stars
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    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Linux Bash Scripting: Automate, Optimize & Deploy

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Unix, Command-Line Interface, Remote Access Systems, OS Process Management, Computational Logic, File Management, Debugging, Data Validation

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    الشبكات العصبونية الالتفافية

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Transfer Learning, Applied Machine Learning, Network Architecture, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Certified Business Analysis Professional Practice Exam

    Skills you'll gain: Business Analysis, Analysis, Business Process, Business Requirements, Business Process Modeling, Requirements Analysis, Stakeholder Engagement, Customer Relationship Management, Risk Management, Ethical Standards And Conduct

    Advanced · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy

    Advanced · Course · 3 - 6 Months

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    Università di Napoli Federico II

    Machine Learning e Data Mining in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

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    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    ​​Scout Like a Pro: Find Landscape Photography Locations

    Skills you'll gain: Photography, Landscape Architecture, Geographic Information Systems, Global Positioning Systems, Planning, Research, Timelines, Creative Thinking, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

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    University of Virginia

    디지털 전환

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Design Thinking, Product Lifecycle Management, Business Process Reengineering, Business Strategies, Market Dynamics, Competitive Analysis, Business Economics, Emerging Technologies, Innovation, Market Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Electrifying the Journey: On-Board Charging Systems for EVs

    Skills you'll gain: Power Electronics, Electrical Systems, Electric Power Systems, Basic Electrical Systems, Electrical Engineering, Electrical Safety, Environmental Regulations, Technical Standard, Sustainable Technologies, Thermal Management, Interoperability, Control Systems, Systems Integration, Emerging Technologies

    Beginner · Course · 1 - 4 Weeks

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

  • Fundamentals of Integrated Brand Promotion: Northeastern University
  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • Ciencia de Datos e IA : De los Fundamentos a la Práctica: Universidades Anáhuac
  • Linux Bash Scripting: Automate, Optimize & Deploy: EDUCBA
  • الشبكات العصبونية الالتفافية: DeepLearning.AI
  • Certified Business Analysis Professional Practice Exam: LearnKartS
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Advanced Generative Adversarial Networks (GANs): Packt
  • Machine Learning e Data Mining in R: Università di Napoli Federico II
  • ​​Scout Like a Pro: Find Landscape Photography Locations: Skillshare

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