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Probability Theory Courses

Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

Popular Probability Theory Courses and Certifications


  • Status: New
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    U

    University of Colorado Boulder

    Foundations of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Computational Logic, Model Evaluation, Markov Model, Responsible AI, Machine Learning Algorithms, Decision Intelligence, AI Workflows, Model Optimization, Artificial Intelligence, Agentic systems, Machine Learning, Algorithms, Artificial Neural Networks, Statistical Machine Learning, Theoretical Computer Science, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

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    O

    O.P. Jindal Global University

    Environmental Psychology

    Skills you'll gain: Systems Thinking, Environmental Policy, Environmental Resource Management, Environmental Science, Environmental Issue, Behavioral Economics, Psychology, Research Methodologies, Surveys, Social Justice, Environmental Social And Corporate Governance (ESG), Environmental Regulations, Environmental Laws, Policy Analysis, Policy Analysis, Research, and Development, Policy Development, Problem Solving, Decision Making, Public Policies, Regulatory Affairs

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    S

    Sage Publications

    Project Management

    Skills you'll gain: Stakeholder Management, Teamwork, Stakeholder Engagement, Project Closure, Project Management, Conflict Management, Project Design, Stakeholder Communications, Collaboration, Leadership and Management, Team Management, Project Management Life Cycle, Resource Management, Resource Allocation, Leadership Studies, Team Leadership, Project Coordination, Project Planning, Risk Management, Change Management

    Beginner · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Core Machine Learning Algorithms and Model Validation

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Machine Learning Algorithms, Model Training, Applied Machine Learning, Deep Learning, Machine Learning Methods, Machine Learning Software, Statistical Modeling, Predictive Modeling, Supervised Learning, Machine Learning, Python Programming, Unsupervised Learning, Data Science, Predictive Analytics, Data Preprocessing, Algorithms, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    U

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Agentic systems, Statistical Methods, Programming Principles, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Probability, Applied Mathematics, Mathematical Software, Sampling (Statistics), Process Modeling, Event-Driven Programming, Mechanics

    4.3
    Rating, 4.3 out of 5 stars
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    413 reviews

    Mixed · Course · 1 - 3 Months

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    Measure What Matters

    OKR Certification: Leadership and Goal Setting

    Skills you'll gain: Goal Setting, Key Performance Indicators (KPIs), Organizational Effectiveness, Organizational Leadership, Accountability Frameworks, Organizational Development, Organizational Strategy, Leadership and Management, Performance Management, Performance Appraisal, Performance Review, Employee Performance Management, Prioritization, Recognizing Others, Performance Measurement, Planning, Strategic Communication, Business Strategy, Constructive Feedback, Communication

    4.9
    Rating, 4.9 out of 5 stars
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    662 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Chris Croft Training

    Develop Creativity: Proven Methods for Innovative Thinking

    Skills you'll gain: Creative Problem-Solving, Creative Thinking, Brainstorming, Ideation, Creativity, Problem Solving, Innovation, Critical Thinking and Problem Solving, Cognitive flexibility, Open Mindset, Critical Thinking, Strategic Thinking, Independent Thinking, Thought Leadership, AI powered creativity, Collaboration, Creative Design, Initiative and Leadership, Leadership, Leadership and Management

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    Introduction to Business Analysis

    Skills you'll gain: Business Analysis Tools, Digital Transformation, Business Analysis, Requirements Elicitation, Gap Analysis, Analysis, Business Analytics, Business Requirements, Systems Analysis, Technology Strategies, Microsoft Excel, Stakeholder Communications

    4.6
    Rating, 4.6 out of 5 stars
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    482 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    U

    Utrecht University

    Understanding child development: from synapse to society

    Skills you'll gain: Child Development, Human Development, Systems Thinking, Kinesiology, Learning Theory, Psychology, Research, Neurology, Research Methodologies, Biology

    4.7
    Rating, 4.7 out of 5 stars
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    691 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Creo Incubator

    Stress Management for Employees and Startup Founders

    Skills you'll gain: Stress Management, Crisis Management, Resilience, Leadership and Management, Dealing With Ambiguity, Physiology, Leadership Studies, Biology, Health Assessment, Psychology, Decision Making, Entrepreneurship, Organizational Structure, Psychological Evaluations, Industrial and Organizational Psychology

    Beginner · Course · 1 - 4 Weeks

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    M

    Microsoft

    Microsoft Purpose Driven Leadership

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), People Analytics, Stakeholder Engagement, Responsible AI, Strategic Leadership, Sustainability Reporting, Leadership and Management, Sustainability Standards, Smart Goals, Analytics, Team Leadership, Key Performance Indicators (KPIs), Power BI, Goal-Oriented, Strategic Communication, Communication Planning, Decision Making, Microsoft Copilot, Communication Strategies, Decision Tree Learning

    Advanced · Professional Certificate · 3 - 6 Months

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In summary, here are 10 of our most popular probability theory courses

  • Foundations of Reinforcement Learning: University of Colorado Boulder
  • Environmental Psychology: O.P. Jindal Global University
  • Project Management: Sage Publications
  • Core Machine Learning Algorithms and Model Validation: John Wiley & Sons
  • Simulation and modeling of natural processes: University of Geneva
  • OKR Certification: Leadership and Goal Setting: Measure What Matters
  • Develop Creativity: Proven Methods for Innovative Thinking: Chris Croft Training
  • Introduction to Business Analysis: IBM
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Understanding child development: from synapse to society: Utrecht University

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