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Critical Thinking Courses

Critical thinking courses can help you learn logical reasoning, argument analysis, problem-solving techniques, and decision-making strategies. You can build skills in evaluating evidence, identifying biases, and constructing coherent arguments. Many courses introduce tools such as logic diagrams and critical analysis frameworks, which help you apply these skills in various contexts, from academic writing to everyday decision-making.

Popular Critical Thinking Courses and Certifications


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    École Polytechnique Fédérale de Lausanne

    Smart Cities – Management of Smart Urban Infrastructures

    Skills you'll gain: Transportation Operations, Governance, Technical Management, Systems Thinking, Emerging Technologies, Technology Strategies, Service Management, Innovation, Digital Transformation, Social Sciences, Public Affairs

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    The Unix Workbench

    Skills you'll gain: GitHub, Unix Shell, Unix, Git (Version Control System), Unix Commands, Version Control, Bash (Scripting Language), grep, Cloud Hosting, Ubuntu, Command-Line Interface, Cloud Computing, Shell Script, Linux, Mac OS, Scripting, Scripting Languages, File Management

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Operational Excellence & Process Management

    Skills you'll gain: Operational Analysis, Operational Excellence, Tax Management, Business Process Automation, Workflow Management, Process Analysis, Operational Efficiency, Process Mapping, Business Process Management, Business Workflow Analysis, Tax Compliance, Responsible AI, Process Management, Prompt Engineering, Decision Making, Automation, Problem Solving, Microsoft Excel, ChatGPT, Corporate Tax

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Deep Learning for AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Multimodal Prompts, Large Language Modeling, Deep Learning, Recurrent Neural Networks (RNNs), Responsible AI, Embeddings, Musical Composition, Music, Autoencoders, Model Training

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Business Analytics and Data Science Essentials

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Quality, Business Analytics, Stakeholder Communications, Business Analysis, Advanced Analytics, Data Management, Feature Engineering, Analytics, Stakeholder Management, Predictive Analytics, Data Science, Problem Solving, Data Validation, Data Engineering, Business, Communication

    Mixed · Course · 1 - 3 Months

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    Coursera

    Machine Learning Engineer: ML and Deep Learning Models

    Skills you'll gain: Supervised Learning, Model Optimization, PyTorch (Machine Learning Library), Fine-tuning, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Generative AI, Deep Learning, Model Training, Applied Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Autoencoders, Machine Learning Methods, Machine Learning Software, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Applied Generative AI & Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Generative AI, Responsible AI, AI literacy, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Artificial Intelligence, AI Workflows, Large Language Modeling, Embeddings, GitHub Copilot, Fine-tuning, Deep Learning, Automation, Machine Learning, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Deep Learning Model Engineering and Optimization

    Skills you'll gain: Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Model Training, Model Deployment, AI Workflows, Convolutional Neural Networks, Machine Learning Methods, Model Evaluation, Applied Machine Learning, Performance Tuning, Network Model, Artificial Neural Networks, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Generative and Agentic AI Basics

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Retrieval-Augmented Generation, Generative Model Architectures, Microsoft Azure, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, LLM Application, Application Deployment, ChatGPT, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning

    3.7
    Rating, 3.7 out of 5 stars
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    47 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Introduction to Social Media Analytics

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Big Data, Network Analysis, AI Personalization, Network Model, Graphing, Analytics, Data Mining, AI Security, Deep Learning, Applied Machine Learning, Responsible AI, Artificial Intelligence, Data Ethics, Unsupervised Learning, Machine Learning, Algorithms, Research

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Deep Learning and Modern AI Architectures

    Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling

    Advanced · Course · 1 - 4 Weeks

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    Microsoft

    Problem & Conflict Resolution

    Skills you'll gain: Mediation, Customer Complaint Resolution, Root Cause Analysis, Conflict Management, Discussion Facilitation, Solution Design, AI literacy, Professionalism, Service Improvement, Customer Service, Customer experience improvement, Quality Improvement, Problem Solving, Decision Intelligence, Service Recovery, AI Enablement, Customer Analysis, Customer Insights, Customer Success Management, Customer Engagement

    Beginner · Course · 1 - 3 Months

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

  • Smart Cities – Management of Smart Urban Infrastructures: École Polytechnique Fédérale de Lausanne
  • The Unix Workbench: Johns Hopkins University
  • Operational Excellence & Process Management: Coursera
  • Deep Learning for AI Part 2: Northeastern University
  • Business Analytics and Data Science Essentials: EDUCBA
  • Machine Learning Engineer: ML and Deep Learning Models: Coursera
  • Applied Generative AI & Prompt Engineering Mastery: LearnKartS
  • Deep Learning Model Engineering and Optimization: Coursera
  • Microsoft Generative and Agentic AI Basics: Microsoft
  • Introduction to Social Media Analytics: Birla Institute of Technology & Science, Pilani

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