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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: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 3: Analog vs Digital

    Skills you'll gain: Digital Signal Processing, Digital Communications, Electrical and Computer Engineering, Electronic Systems, Electronics, Numerical Analysis, Telecommunications, Linear Algebra, Mathematical Modeling, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    93 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    F

    Fractal Analytics

    Behavior Architecture - Understanding Human Behavior

    Skills you'll gain: Case Studies, Decision Making, Behavior Management, Behavioral Economics, Applied Behavior Analysis, Human Development, Emotional Intelligence, Psychology, Qualitative Research, Critical Thinking, Empathy, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Parsons School of Design, The New School

    Healthier Materials and Sustainable Building

    Skills you'll gain: Sustainable Architecture, Sustainable Design, Chemistry, Construction, Building Design, Materials Management, Procurement, Environment Health And Safety, Sustainable Development, Health Disparities, Public Health, Sustainability Standards, Environmental Engineering, Architectural Design, Systems Thinking, Chemical Engineering, Waste Minimization, Health Assessment, Hazard Analysis, Architectural Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    89 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 2

    Skills you'll gain: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Color Theory, Database Management

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Generative AI: Impact on Business and Society

    Skills you'll gain: Consumer Behaviour, Responsible AI, Social Impact, Business Risk Management, Business Operations, Risk Analysis, Operations, Generative AI, AI Security, Environment Health And Safety, Customer experience improvement, Social Sciences, Governance, Leadership and Management

    4.9
    Rating, 4.9 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Methods for Solving Problems

    Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science

    4.4
    Rating, 4.4 out of 5 stars
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    186 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Logistic Regression with NumPy and Python

    Skills you'll gain: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    396 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Machine Learning, Computer Vision, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
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    340 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    B

    Berklee

    Improvisación de jazz

    Skills you'll gain: Music Theory, Storytelling, Musical Composition, Music Performance, Oral Expression, Music, Instrumental Music, Creativity

    4.9
    Rating, 4.9 out of 5 stars
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    260 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Leadership for Healthcare Professionals

    Skills you'll gain: Health Informatics, Executive Presence, Strategic Communication, Healthcare Ethics, Strategic Planning, Health Care Administration, Health Policy, Leadership, Business Planning, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Organizational Strategy, Design Thinking, Advocacy, Communication, Leadership and Management, Continuous Quality Improvement (CQI), Safety Standards

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Digital Signal Processing 3: Analog vs Digital: École Polytechnique Fédérale de Lausanne
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Behavior Architecture - Understanding Human Behavior : Fractal Analytics
  • Healthier Materials and Sustainable Building: Parsons School of Design, The New School
  • Systèmes d’Information Géographique - Partie 2: École Polytechnique Fédérale de Lausanne
  • Generative AI: Impact on Business and Society: University of Michigan
  • Methods for Solving Problems: University of Colorado Boulder
  • Logistic Regression with NumPy and Python: Coursera
  • Data Analytics with Python: Simplilearn
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera

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