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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Fitting Statistical Models to Data with Python

    Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Statistical Machine Learning, Regression Analysis, Predictive Modeling, Jupyter, Logistic Regression, Python Programming, Data Visualization Software

    4.4
    Rating, 4.4 out of 5 stars
    ·
    714 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Rochester

    The Music of the Beatles

    Skills you'll gain: Music History, Music, Music Theory, Musical Composition, Instrumental Music, Music Performance, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    749 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Planet Earth...and You!

    Skills you'll gain: Energy and Utilities, Geospatial Information and Technology, Environmental Science, Geographic Information Systems, Oil and Gas, Sustainable Systems, Physical Science, Environment, Laboratory Experience, Materials science, Hazard Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    533 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Financial Risk Management with R

    Skills you'll gain: Portfolio Risk, Financial Market, Risk Management, Risk Analysis, Financial Trading, Probability Distribution, R (Software), Financial Data, R Programming, Portfolio Management, Statistical Programming, Securities (Finance), Time Series Analysis and Forecasting, Estimation, Statistical Modeling, Simulation and Simulation Software

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    254 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    188 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Cape Town

    Research for Impact

    Skills you'll gain: Strategic Communication, Stakeholder Engagement, Social Impact, Influencing, Research, Sustainable Development, Policy Analysis, Change Management, Systems Thinking, Complex Problem Solving, Capacity Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    197 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Moneyball and Beyond

    Skills you'll gain: Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    B

    Berklee

    Introducción a la guitarra

    Skills you'll gain: Music Theory, Music, Instrumental Music, Musical Composition, Music Performance

    4.8
    Rating, 4.8 out of 5 stars
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    457 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Lausanne

    La science forensique au tribunal: témoin digne de foi ?

    Skills you'll gain: Statistical Methods, Criminal Investigation and Forensics, Court Systems, Report Writing, Probability & Statistics, Technical Communication, Scientific Methods, Analysis, Case Studies, Ethical Standards And Conduct

    4.8
    Rating, 4.8 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of London

    Doing Economics: Measuring Climate Change

    Skills you'll gain: Microsoft Excel, Environmental Policy, Data Analysis, Data Visualization, Descriptive Statistics, Climate Change Programs, Correlation Analysis, Policy Analysis, Scatter Plots, Statistics, Environmental Science, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • Y

    Yale University

    Journey of the Universe: The Unfolding of Life

    Skills you'll gain: Liberal Arts, Environment, Culture, Biology, Creativity, Anthropology, Systems Thinking, Social Studies, Timelines, Environmental Science, Physics, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
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    439 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Chip based VLSI design for Industrial Applications

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Electronic Systems, Hardware Design, Application Specific Integrated Circuits, Electronics Engineering, Serial Peripheral Interface, Computational Logic, Electrical Engineering, Computer Architecture, Schematic Diagrams, Semiconductors, Electronic Hardware, Electronic Components, Internet Of Things, Embedded Systems, Electronics, Theoretical Computer Science, Diagram Design, Programmable Logic Controllers, Computer Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    163 reviews

    Intermediate · Specialization · 3 - 6 Months

Searches related to probability theory

probability theory and regression for predictive analytics
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In summary, here are 10 of our most popular probability theory courses

  • Fitting Statistical Models to Data with Python: University of Michigan
  • The Music of the Beatles: University of Rochester
  • Planet Earth...and You!: University of Illinois Urbana-Champaign
  • Financial Risk Management with R: Duke University
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Research for Impact: University of Cape Town
  • Moneyball and Beyond: University of Michigan
  • Introducción a la guitarra: Berklee
  • La science forensique au tribunal: témoin digne de foi ? : University of Lausanne
  • Doing Economics: Measuring Climate Change: University of London

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