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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


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    AI CERTs

    AI for Audio and Music

    Skills you'll gain: Natural Language Processing, Digital Signal Processing, Data Ethics, Tensorflow, Responsible AI, Augmented Reality, Artificial Intelligence, AI Personalization, Music, Multimedia, Music Performance, Deep Learning, Information Privacy, Creativity

    Beginner · Course · 1 - 3 Months

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    Niel Asher Education

    Sports Massage Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Patient Evaluation, Rehabilitation, Athletic Training, Treatment Planning, Manual Therapy, Patient Education And Counseling, Physical Therapy, Pain Management, Exercise Science, Patient Treatment, Kinesiology, Injury Prevention, Anatomy

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate Data Onboarding, Validate, and Govern

    Skills you'll gain: Data Governance, General Data Protection Regulation (GDPR), Data Management, Data Strategy, Metadata Management, Data Architecture, Compliance Management, Data Storage Technologies, Data Integration, Data Maintenance, Data Processing, Data Storage, MLOps (Machine Learning Operations), Data Quality, Extract, Transform, Load, Regulatory Requirements, Data Preprocessing, Scalability, Data Validation, Expense Management

    Intermediate · Course · 1 - 4 Weeks

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    The Chinese University of Hong Kong

    Everyday Chinese Medicine

    Skills you'll gain: Patient Evaluation, General Medicine, Health Care, Health Assessment, Patient Education and Support, Physical Therapy, Preventative Care, Clinical Assessment, Pharmacology

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    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    AI Engineer Explorer Course

    Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Data Visualization, Supervised Learning, Statistics, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Building and Deploying Generative AI Models

    Skills you'll gain: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    The Future of Work – Managing Hybrid & AI-Augmented Teams

    Skills you'll gain: Leadership and Management, AI Enablement, Business Leadership, Automation, AI Workflows, Digital Communications, Communication

    Beginner · Course · 1 - 4 Weeks

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    SAS

    Introduction to Statistical Analysis: Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Statistical Inference

    4.7
    Rating, 4.7 out of 5 stars
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    175 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning

    4.7
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    25 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), JUnit, Decision Tree Learning, Build Tools, Performance Tuning, Classification And Regression Tree (CART), Java, Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Machine Learning, Object Oriented Programming (OOP), Apache

    Intermediate · Specialization · 3 - 6 Months

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    The Pennsylvania State University

    Epidemics - the Dynamics of Infectious Diseases

    Skills you'll gain: Infectious Diseases, Epidemiology, Public Health and Disease Prevention, Microbiology, Public Health, Pathology, Immunology, Preventative Care, Sanitation, Social Determinants Of Health, Social Sciences, Community Health, Molecular, Cellular, and Microbiology, Medical Science and Research, Biology, Drug Development, Social Network Analysis, Case Studies

    4.8
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    Mixed · Course · 1 - 3 Months

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    Packt

    Oracle E-Business Suite R12.x HRMS : A Functionality Guide

    Skills you'll gain: Human Resources Information System (HRIS), Systems Administration, System Configuration, Organizational Structure, Payroll Administration, Oracle Databases, Workforce Management, Benefits Administration, Payroll, Payroll Processing, Employee Training, Expense Management, User Accounts, Data Validation, Data Entry, Scheduling

    Intermediate · Course · 1 - 3 Months

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

  • AI for Audio and Music: AI CERTs
  • Sports Massage Principles for Performance and Recovery: Niel Asher Education
  • Automate Data Onboarding, Validate, and Govern: Coursera
  • Everyday Chinese Medicine: The Chinese University of Hong Kong
  • AI Engineer Explorer Course: Packt
  • Building and Deploying Generative AI Models: Alberta Machine Intelligence Institute
  • The Future of Work – Managing Hybrid & AI-Augmented Teams: Board Infinity
  • Introduction to Statistical Analysis: Hypothesis Testing: SAS
  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Level Up: Java-Powered Machine Learning: Coursera

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