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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
    Free Trial
    U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Random Forest Algorithm, Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Dimensionality Reduction, Feature Engineering, Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Translating Research to Communities

    Skills you'll gain: Public Health, Epidemiology, Health Policy, Health Care, Community Health, Health Disparities, Health Systems, Research, Research Methodologies, Cultural Sensitivity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, Machine Learning, Data Cleansing, Text Mining, Deep Learning

    2.7
    Rating, 2.7 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to Reproducibility in Cancer Informatics

    Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Technical Documentation, Informatics, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Logo Design: From Concept to Client-Approved Work

    Skills you'll gain: Logo Design, Adobe Illustrator, Presentations, Typography, Graphic Design, Animations, Adobe After Effects, Motion Graphics, Adobe Creative Cloud, Design, Branding, Brand Strategy, Marketing Design, System Configuration, Brainstorming, Intellectual Property, Graphic and Visual Design, Strategic Thinking, Legal Risk, Adobe Photoshop

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Applied Machine Learning, Generative Model Architectures, Machine Learning Methods

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Horses or Humans with TensorFlow and Vertex AI

    Skills you'll gain: Tensorflow, Image Analysis, Google Cloud Platform, Computer Vision, Deep Learning, Data Collection, Visualization (Computer Graphics)

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Preview
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    S

    S.P. Jain Institute of Management and Research

    Finance for Decision-Making

    Skills you'll gain: Financial Statement Analysis, Financial Modeling, Income Statement, Investment Management, Balance Sheet, Decision Making, Personal Development, Stress Management, Critical Thinking, Mindfulness

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Réseaux neuronaux et Deep Learning

    Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning, Performance Tuning, Machine Learning Algorithms, Python Programming, NumPy, Linear Algebra, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    C

    Coursera

    Learn to Code: Fun with C#

    Skills you'll gain: AI Personalization, Business Logic, Application Development, Computational Logic, C# (Programming Language), Computer Programming, Programming Principles, Data Structures

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Leadership for Cancer Informatics Research

    Skills you'll gain: Health Equity, Team Management, Record Keeping, Collaborative Software, Technical Management, Informatics, Health Informatics, Clinical Research, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Clinical Trials, GitHub, Git (Version Control System), Docker (Software)

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Credit Risk Modeling - IT Sector

    Skills you'll gain: Financial Statement Analysis, Working Capital, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Financial Data, Risk Analysis, Analysis, Risk Management, Cash Flows, Income Statement, Balance Sheet, Business Metrics, Trend Analysis, Bankruptcies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

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

  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • Translating Research to Communities : University of Michigan
  • PySpark for Data Science: Edureka
  • Introduction to Reproducibility in Cancer Informatics: Johns Hopkins University
  • Logo Design: From Concept to Client-Approved Work: Skillshare
  • Selecting the Right LLM with Hugging Face: Coursera
  • Identify Horses or Humans with TensorFlow and Vertex AI: Google Cloud
  • Finance for Decision-Making: S.P. Jain Institute of Management and Research
  • Réseaux neuronaux et Deep Learning: DeepLearning.AI
  • Learn to Code: Fun with C#: Coursera

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