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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


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    Duke University

    Visual Perception and the Brain

    Skills you'll gain: Psychology, Motion Graphics, Neurology, Color Theory, Visual Impairment Education, Vision Transformer (ViT), Biology, Physiology, Experimentation, Anatomy

    4.7
    Rating, 4.7 out of 5 stars
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    279 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Essential Guide to LLMOps

    Skills you'll gain: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Prompt Engineering, Responsible AI, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Transformation, Continuous Monitoring, Feature Engineering, Natural Language Processing, Artificial Intelligence, Data Collection

    Advanced · Course · 1 - 3 Months

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    University of Michigan

    Sports Performance Analytics

    Skills you'll gain: Logistic Regression, Forecasting, Regression Analysis, Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Sports Medicine, Correlation Analysis, Data Preprocessing, Predictive Modeling, Matplotlib, Applied Machine Learning, Statistical Modeling, Injury Prevention, Athletic Training, Analytics, Data Analysis, Statistical Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    276 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of London

    What future for education?

    Skills you'll gain: Learning Theory, Teaching, Human Learning, Pedagogy, Education and Training, Higher Education, Social Sciences, Policy Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    890 reviews

    Mixed · Course · 1 - 3 Months

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    Niel Asher Education

    Clinical Rehab Strategies for Shoulder Dysfunction

    Skills you'll gain: Rehabilitation, Manual Therapy, Patient Evaluation, Clinical Assessment, Exercise Therapy, Pain Management, Orthopedics, Physical Therapy, Sports Medicine, Athletic Training, Kinesiology, Cognitive Behavioral Therapy, Anatomy, Mental Health Therapies

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Data Science Ethics

    Skills you'll gain: Data Ethics, Informed Consent, Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Responsible AI, Intellectual Property, Data Analysis, Social Sciences, Social Studies, Sampling (Statistics), Machine Learning Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Hands-On Microsoft 365 and SharePoint Training

    Skills you'll gain: Microsoft 365, Microsoft Power Automate/Flow, Microsoft Power Platform, Data Governance, Data Migration, Business Process Automation, Content Management, Microsoft Teams, Microsoft Office, Trend Analysis, Document Management, Strategic Thinking, Strategic Planning, System Configuration, Compliance Management, Technology Roadmaps, DevOps, Microsoft Copilot, Data Security

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Empower Patients: Autonomy Through Simulation and Role-Play

    Skills you'll gain: Constructive Feedback, Ethical Standards And Conduct, Healthcare Ethics, Decision Making, Patient-centered Care, Patient Communication, Patient Education And Counseling, Discussion Facilitation, Clinical Leadership, Train The Trainer, Empowerment, Instructional Design, Instructional Strategies, Empathy

    Beginner · Course · 1 - 4 Weeks

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    Yale University

    Understanding Medical Research: Your Facebook Friend is Wrong

    Skills you'll gain: Research Design, Medical Science and Research, Statistical Methods, Descriptive Statistics, Data Literacy, Scientific Methods, Clinical Research, Research, Biostatistics, Data Collection, Sampling (Statistics), Medical Terminology, Correlation Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    2.2K reviews

    Beginner · Course · 1 - 3 Months

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    Niel Asher Education

    Vagus Nerve Function & Therapeutic Applications

    Skills you'll gain: Manual Therapy, Neurology, Rehabilitation, Physical Therapy, Pain Management, Exercise Therapy, Clinical Assessment, Anatomy, Respiration, Cognitive Behavioral Therapy, Patient Education And Counseling, Physiology, Athletic Training, Stress Management, Mental Health Therapies

    Intermediate · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Introduction to Economic Theories

    Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Economics, Economic Development, Market Analysis, Economics, Policy, and Social Studies, Public Policies, Environmental Issue, Social Sciences, Socioeconomics, Sustainable Development, Supply And Demand, Behavioral Economics, Decision Making

    4.5
    Rating, 4.5 out of 5 stars
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    378 reviews

    Beginner · Course · 1 - 3 Months

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

  • Visual Perception and the Brain: Duke University
  • Analyze Logs: Fix LLM Hallucinations: Coursera
  • Essential Guide to LLMOps: Packt
  • Sports Performance Analytics: University of Michigan
  • What future for education?: University of London
  • Clinical Rehab Strategies for Shoulder Dysfunction: Niel Asher Education
  • Data Science Ethics: University of Michigan
  • Hands-On Microsoft 365 and SharePoint Training: Packt
  • Empower Patients: Autonomy Through Simulation and Role-Play: Coursera
  • Understanding Medical Research: Your Facebook Friend is Wrong: Yale University

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