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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


  • P

    Packt

    Master Data Structures & Algo – Ace Leetcode & Blind 75+

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science, Data Validation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IESE Business School

    Analysis of Business Problems

    Skills you'll gain: Business Analytics, Business Analysis, Financial Analysis, Strategic Decision-Making, Business Strategy, Strategic Thinking, Analytical Skills, Data-Driven Decision-Making, Complex Problem Solving, Analysis, Case Studies, Marketing, Consumer Behaviour, Decision Making, Organizational Effectiveness, Working Capital, Branding

    4.7 stars, 161 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (161) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Evaluating Large-Scale Health Programs

    Skills you'll gain: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Institutional Review Board (IRB), Nutritional Assessment, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Data Analysis

    4.7 stars, 172 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (172) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Machine Learning Methods, Image Analysis, Scientific Visualization, Deep Learning, Machine Learning Algorithms

    4.6 stars, 95 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (95) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Data Analysis and Visualization with Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Datamaps, Data Visualization, Dashboard Creation, Sampling (Statistics), Dashboard, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software

    3.9 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4 stars, 398 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    Illinois Tech

    Artificial Intelligence

    Skills you'll gain: Responsible AI, Machine Learning Methods, Data Ethics, Artificial Intelligence, Machine Learning Algorithms, Generative AI, AI Product Strategy, Machine Learning, AI literacy, OpenAI, Anthropic Claude, Supervised Learning, Automation, Market Intelligence, Human Machine Interfaces, Emerging Technologies, Deep Learning, Human Factors

    4.4 stars, 60 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (60) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Functional Programming Principles in Scala (Scala 2 version)

    Skills you'll gain: Scala Programming, Programming Principles, Data Structures, Functional Design, Object Oriented Programming (OOP), Other Programming Languages, Object Oriented Design, Computational Logic, Command-Line Interface

    4.8 stars, 66 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (66) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Personal Journeys: Identity, Motivation, and Resilience

    Skills you'll gain: Growth Mindedness, Emotional Intelligence, Empathy & Emotional Intelligence, Resilience, Goal Setting, Tenacity, Persistence, Self-Motivation, Personal Development, Creative Thinking, Smart Goals, Creative Problem-Solving, Overcoming Obstacles, Culture, Cultural Diversity, Adaptability, Creativity, digital literacy, Intercultural Competence, Diversity Awareness

    4.8 stars, 29 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (29) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Leeds

    Innovation Management: Winning in the Age of Disruption

    Skills you'll gain: Innovation, Design Thinking, Intellectual Property, Ideation, Organizational Strategy, Business Strategies, Culture Transformation, Process Management, Strategic Partnership, Business Strategy, Open Mindset, Business Process, Collaboration

    4.8 stars, 26 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (26) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Lausanne

    Doping : Sports, Organizations and Sciences

    Skills you'll gain: Laboratory Testing, Analytical Testing, Legal Proceedings, Substance Abuse, Culture, Social Sciences, Sociology, Criminal Investigation and Forensics, Arbitration, Law, Regulation, and Compliance, Ethical Standards And Conduct

    4.6 stars, 372 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (372) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • 2

    28DIGITAL

    Marketing Strategy for Entrepreneurs

    Skills you'll gain: Closing (Sales), Cold Calling, Customer Analysis, Selling Techniques, Sales Process, Target Market, Marketing, Market Analysis, General Sales Practices, Marketing Strategy and Techniques, Marketing Strategies, Competitive Analysis, Marketing Planning, Strategic Marketing, Telemarketing, Outbound Calls, Sales, Growth Strategies, Entrepreneurship, Digital Marketing

    4.4 stars, 159 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (159) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular computational thinking courses

  • Master Data Structures & Algo – Ace Leetcode & Blind 75+: Packt
  • Analysis of Business Problems: IESE Business School
  • Evaluating Large-Scale Health Programs: Johns Hopkins University
  • Explainable AI (XAI): Duke University
  • Data Analysis and Visualization with Microsoft Excel: Logical Operations
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Artificial Intelligence: Illinois Tech
  • Functional Programming Principles in Scala (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Personal Journeys: Identity, Motivation, and Resilience: University of Colorado System
  • Innovation Management: Winning in the Age of Disruption: University of Leeds

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