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  • Probability Theory

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


  • C

    Coursera

    Robot Localization with Python and Particle Filters

    Skills you'll gain: Spatial Data Analysis, Robotics, Artificial Intelligence, Sampling (Statistics), Simulations, NumPy

    4.5 stars, 25 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.5 (25) · Advanced · Guided Project · Less Than 2 Hours

  • T

    The University of Notre Dame

    Ethics of Technology

    Skills you'll gain: Data Ethics, Analytics, Analytical Skills, Responsible AI, Ethical Standards And Conduct, Machine Learning, Business Ethics, AI literacy, Information Privacy, Artificial Intelligence, Predictive Analytics, Social Justice, Technical Design, Case Studies

    4.6 stars, 49 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (49) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Practicing Collaborative, Continuous Improvement

    Skills you'll gain: Continuous Improvement Process, Continuous Quality Improvement (CQI), Education and Training, Process Improvement, Program Evaluation, Community Development, Systems Thinking, Collaboration, Professional Development, Team Collaboration, Diversity Equity and Inclusion Initiatives, Design, Data Collection

    5 stars, 16 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (16) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Liderazgo

    Skills you'll gain: Trustworthiness, Business Ethics, Business Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Project Management Life Cycle, Decision Making, Leadership, Management Training And Development, Motivational Skills, Recognizing Others, Professionalism, Team Motivation, Leadership Development, Ethical Standards And Conduct, Communication Strategies, Self-Motivation, Project Management

    4.7 stars, 48 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (48) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Neuroscience Methods

    Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Sensory Systems Analysis, Statistical Analysis, Data Analysis, Data Collection, Neurology, Psychology, Physiology, Image Analysis, Medical Imaging, Statistical Inference

    4.7 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Influencing, Collaboration and Decision Making

    Skills you'll gain: Negotiation, Trustworthiness, Influencing, Stakeholder Engagement, Leadership and Management, Stakeholder Management, Analytical Skills, Analysis, Leadership, Cooperation, Supervision, Conflict Management, Collaboration, Team Leadership, Communication, Critical Thinking, Team Collaboration, Case Studies, Decision Making, Relationship Building

    4.5 stars, 60 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (60) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Retrieval-Augmented Generation, Prompt Engineering, Agentic Workflows, Tool Calling, Google Gemini, AI Workflows, Generative AI Agents, AI Orchestration, Server Side, Node.JS, Vector Databases, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Berklee

    Building Your Career as a Professional Singer

    Skills you'll gain: Music Theory, Music, Musical Composition, Music Performance, Team Leadership, Performing Arts, Entrepreneurship, Event Management, Leadership, Initiative and Leadership, Booking (Sales), Professional Development, Professionalism, Goal Setting, Injury Prevention

    4.5 stars, 13 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (13) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California, Santa Cruz

    Evidence-Based Psychotherapy

    Skills you'll gain: Psychotherapy, Clinical Psychology, Mental Health Therapies, Psychiatry, Mental and Behavioral Health Specialties, Mental Health Diseases and Disorders, Cognitive Behavioral Therapy, Mental Health Counseling, Clinical Social Work, Mental and Behavioral Health, Psychiatric Assessments, Psychology, Psychological Evaluations, Mental Health, Behavioral Health, Research Methodologies, Research, Diagnostic Tests, Clinical Research, Public Health

    4.3 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (7) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Pennsylvania State University

    Geodesign: Change Your World

    Skills you'll gain: Geographic Information Systems, Case Studies, Climate Change Programs, Systems Thinking, Geospatial Information and Technology, Sustainable Design, Spatial Analysis, Sustainable Development, Design Strategies, Collaborative Software, Decision Intelligence, Decision Support Systems, Cultural Responsiveness

    4.6 stars, 64 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (64) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: Predictive Modeling, SAS (Software), Logistic Regression, Model Evaluation, Predictive Analytics, Statistical Modeling, Model Training, Statistical Software, Regression Analysis, Business Analytics, Supervised Learning, Statistical Analysis, Data Preprocessing, Statistical Methods, Feature Engineering, Sampling (Statistics)

    4.6 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…146147148…323

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

  • Robot Localization with Python and Particle Filters: Coursera
  • Ethics of Technology: The University of Notre Dame
  • Practicing Collaborative, Continuous Improvement: University of Michigan
  • Liderazgo: University of Illinois Urbana-Champaign
  • Neuroscience Methods: Johns Hopkins University
  • Influencing, Collaboration and Decision Making: STARWEAVER
  • Full Stack Agentic AI: LearnKartS
  • Building Your Career as a Professional Singer: Berklee
  • Evidence-Based Psychotherapy: University of California, Santa Cruz
  • Logistic Regression and Prediction for Health Data: University of Michigan

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