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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


  • Status: Free Trial
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    Packt

    Recommender Systems with Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Supervised Learning, Machine Learning, Pandas (Python Package), Machine Learning Algorithms, Unsupervised Learning, Feature Engineering, Taxonomy, Data Analysis, Artificial Intelligence, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Introduction to RNN and DNN

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Advanced Machine Learning, Big Data, and Deep Learning

    Skills you'll gain: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California San Diego

    Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution

    Skills you'll gain: Bioinformatics, Infectious Diseases, Network Analysis, Tree Maps, Molecular Biology, Biology, Science and Research

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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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), Google Cloud Platform, Data Pipelines, Deep Learning, Cloud Computing, Artificial Neural Networks, Data Preprocessing, Application Programming Interface (API)

    3.4
    Rating, 3.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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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

  • Status: Free
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    Goldman Sachs

    Les bases du leadership avec Goldman Sachs 10,000 Women 

    Skills you'll gain: Strategic Leadership, Leadership Development, Strategic Planning, Business Leadership, Business Strategies, Leadership, Entrepreneurship, Strategic Thinking, Visionary, Culture Transformation, Self-Awareness

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
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    University of Glasgow

    Shaping the Next Innovation Opportunity - SBL 2

    Skills you'll gain: Innovation, Market Research, Strategic Leadership, Business Transformation, Leadership Development, Business Leadership, Competitive Analysis, Leadership, Organizational Leadership, Business Modeling, Business Strategy, Strategic Decision-Making, Leadership and Management, Business Planning, Corporate Strategy, Digital Transformation, Growth Strategies, Business, Business Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Agile Scrum Master Certification Exam Prep (CSM)

    Skills you'll gain: Team Building, Agile Project Management, Sprint Planning, Agile Software Development, Backlogs, Team Management, Agile Methodology, Sprint Retrospectives, Project Risk Management, Project Management, Meeting Facilitation, Stakeholder Engagement, Continuous Improvement Process

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Northeastern University

    Engaging in Enterprise Growth and Innovation

    Skills you'll gain: User Centered Design, Innovation, User Research, Digital Transformation, Platform As A Service (PaaS), Software As A Service, Design Thinking, Service Design, Solution Design, Business Strategy, Business Development, Case Studies, Health Technology, Competitive Analysis, Value Propositions, New Product Development, Product Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Skillshare

    Watch Me Design a Pattern Collection: Creative Struggles

    Skills you'll gain: Adobe Photoshop, Journals, Design Thinking, Creative Design, Creativity, Design Strategies, Design, Graphic and Visual Design, Design Elements And Principles

    Intermediate · Course · 1 - 4 Weeks

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

  • Recommender Systems with Machine Learning: Packt
  • Introduction to RNN and DNN: Packt
  • Advanced Machine Learning, Big Data, and Deep Learning: Packt
  • Statistical Methods for Data Science: Ball State University
  • Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution: University of California San Diego
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud
  • Mastering Machine Learning Algorithms using Python: Packt
  • Les bases du leadership avec Goldman Sachs 10,000 Women : Goldman Sachs
  • Shaping the Next Innovation Opportunity - SBL 2: University of Glasgow
  • Agile Scrum Master Certification Exam Prep (CSM): Packt

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