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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.


More to explore:

Popular Probability Theory Courses and Certifications


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    Adobe

    Exploring Design Basics with Adobe Express

    Skills you'll gain: Color Theory, Typography, Adobe Express, Visual Design, Color Matching, Design, Graphic Design, Creative Design, Design Elements And Principles, Layout Design, Branding

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Case Western Reserve University

    Practical Geospatial Geostatistical Modeling

    Skills you'll gain: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    RStudio for Six Sigma - Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Logistic Regression, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Literacy, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    K

    Kennesaw State University

    Advanced Leadership Skills for the 21st Century

    Skills you'll gain: Leadership Development, Crisis Management, Strategic Leadership, Organizational Change, Leadership, Organizational Leadership, Leadership and Management, Team Leadership, Business Leadership, Change Management, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Visionary, Team Management, Team Building, Dealing With Ambiguity, Organizational Strategy, Coaching, Professional Development, Employee Performance Management

    4.5
    Rating, 4.5 out of 5 stars
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    76 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)

    4.6
    Rating, 4.6 out of 5 stars
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    232 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Yunus Social Business Fund Bengaluru

    Risk, Return and Valuation

    Skills you'll gain: Business Valuation, Return On Investment, Finance, Financial Analysis, Portfolio Risk, Cost Benefit Analysis, Capital Budgeting, Risk Analysis, Financial Modeling, Social Impact, Corporate Finance, Cash Flows, Decision Making, Probability & Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    Berklee

    FL Studio Basics

    Skills you'll gain: Musical Composition, Music, Media Production, Music Theory, Music Performance, Editing, Creativity, Automation, File Management, Electronic Media, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    American Psychological Association

    Interviewing Methods

    Skills you'll gain: Qualitative Research, Interviewing Skills, Research Methodologies, Case Studies, Data Collection, Research, Analytical Skills, Psychology

    4.7
    Rating, 4.7 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 3 Months

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    University of Maryland, College Park

    Dealing With Missing Data

    Skills you'll gain: Sampling (Statistics), Data Cleansing, Statistical Software, Data Transformation, Data Quality, Statistical Analysis, STATA (Software), Statistical Methods, R (Software), Statistical Modeling, R Programming, Regression Analysis, Data Analysis

    3.8
    Rating, 3.8 out of 5 stars
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    138 reviews

    Mixed · Course · 1 - 3 Months

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    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Responsible AI, LLM Application, Model Evaluation, Scripting, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Semiconductor Process 1

    Skills you'll gain: Semiconductors, Process Engineering, Manufacturing Processes, Production Process, Electronics, Electronics Engineering, Materials science, Chemical Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Exploring Design Basics with Adobe Express: Adobe
  • Practical Geospatial Geostatistical Modeling: Case Western Reserve University
  • RStudio for Six Sigma - Hypothesis Testing: Coursera
  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Advanced Leadership Skills for the 21st Century: Kennesaw State University
  • Classification Trees in Python, From Start To Finish: Coursera
  • Risk, Return and Valuation: Yunus Social Business Fund Bengaluru
  • FL Studio Basics: Berklee
  • Interviewing Methods: American Psychological Association
  • Dealing With Missing Data: University of Maryland, College Park

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