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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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    Starweaver

    Electrifying the Journey: On-Board Charging Systems for EVs

    Skills you'll gain: Power Electronics, Electrical Systems, Electric Power Systems, Electrical Equipment, Electrical Engineering, Environmental Regulations, Technical Standard, Electronic Components, Environmental Science, Sustainable Technologies, Thermal Management, Interoperability, Safety Standards, Control Systems, Systems Integration, Emerging Technologies, Design Specifications

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Структурирование проектов по машинному обучению

    Skills you'll gain: Transfer Learning, Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Machine Learning, Model Evaluation, Estimation, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    IA generativa: descubre los conceptos fundamentales

    Skills you'll gain: Generative AI, Large Language Modeling, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Deep Learning, Data Ethics, Machine Learning, Business Solutions, Data Access, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    GRAMMY GO

    Strategies for Audience Growth and Promoting Music Brands

    Skills you'll gain: Marketing Budgets, Digital Media Strategy, Media Strategy, Content Strategy, Promotional Strategies, Marketing Analytics, Customer Engagement, Content Marketing, Brand Awareness, Marketing Strategies, Trend Analysis, Brand Strategy, Social Media Strategy, Data-Driven Decision-Making, Campaign Management, Social Media, Key Performance Indicators (KPIs), Strategic Partnership

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Yale University

    Thomas Berry的世界观:地球社区的繁荣 (The Worldview of Thomas Berry: The Flourishing of the Earth Community)

    Skills you'll gain: Environment, Environmental Issue, Storytelling, Sustainable Development, Systems Thinking, Culture, Climate Change Programs, Environmental Science, Cultural Diversity, Anthropology, Biology, Science and Research

    Mixed · Course · 1 - 3 Months

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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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    University of Washington

    Project Management Quickstart

    Skills you'll gain: Work Breakdown Structure, Agile Methodology, Stakeholder Management, Project Management, Project Documentation, Project Scoping, Project Planning, Timelines, Scheduling, Dependency Analysis, Risk Management, Communication Planning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Model Deployment, Computer Programming, Generative Model Architectures

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    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Data Pipelines, Google Cloud Platform, Cloud Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Data Transformation

    3.4
    Rating, 3.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Lead Scoring and Identification

    Skills you'll gain: Prompt Engineering, Responsible AI, Lead Generation, Data Ethics, Google Gemini, Sales Process, Generative AI, AI Enablement, Sales Enablement, OpenAI, ChatGPT, Automation, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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

  • Electrifying the Journey: On-Board Charging Systems for EVs : Starweaver
  • Структурирование проектов по машинному обучению: DeepLearning.AI
  • Deep Learning - Artificial Neural Networks with TensorFlow: Packt
  • Mastering Machine Learning Algorithms using Python: Packt
  • IA generativa: descubre los conceptos fundamentales: Google Cloud
  • Strategies for Audience Growth and Promoting Music Brands: GRAMMY GO
  • Thomas Berry的世界观:地球社区的繁荣 (The Worldview of Thomas Berry: The Flourishing of the Earth Community): Yale University
  • Advanced Generative Adversarial Networks (GANs): Packt
  • Project Management Quickstart: University of Washington
  • Selecting the Right LLM with Hugging Face: Coursera

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