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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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    T

    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Statistics, Business Analytics, Python Programming, Technical Communication

    4.2
    Rating, 4.2 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Interactive Statistical Data Visualization 101

    Skills you'll gain: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Codio

    Java: Algorithms

    Skills you'll gain: Algorithms, Data Structures, Java, Theoretical Computer Science, Computer Programming, Computational Thinking

    3.4
    Rating, 3.4 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    95 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
    Free Trial
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    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Exploring Piano Literature: The Piano Sonata

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

    4.9
    Rating, 4.9 out of 5 stars
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    41 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    U

    University of Rochester

    The Power of Markets II: Market Structure and Firm Behavior

    Skills you'll gain: Production Process, Economics, Cost Control, Business Economics, Market Dynamics, Market Share, Market Analysis, Operational Efficiency, Supply And Demand, Profit and Loss (P&L) Management, Competitive Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    128 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Collect and Share Employee Feedback with Officevibe

    Skills you'll gain: Performance Review, Employee Surveys, Employee Performance Management, Meeting Facilitation, Constructive Feedback, Team Building, Goal Setting, Collaboration, Team Management, Teamwork, Employee Engagement, Leadership and Management, Strategic Leadership, Leadership Development

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    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

    3.9
    Rating, 3.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Improve your productivity and performance with Canva

    Skills you'll gain: Canva (Software), Marketing Collateral, Design, Marketing Materials, Creative Design, Graphic Design, Dashboard, Digital Design, Productivity, Color Theory, Digital Content, Organizational Skills, Design Elements And Principles, Planning, Editing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Data Analysis for Business

    Skills you'll gain: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Portrait Photography

    Skills you'll gain: Photo Editing, Photography, Adobe Photoshop, Image Quality, Photo/Video Production and Technology, Storytelling, Content Creation, Adobe Creative Cloud, Creativity, Editing, Color Theory

    2.6
    Rating, 2.6 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Hypothesis Testing with Python and Excel: Tufts University
  • Interactive Statistical Data Visualization 101: Coursera
  • Java: Algorithms: Codio
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Machine Learning with R: Build, Analyze & Predict: EDUCBA
  • Exploring Piano Literature: The Piano Sonata: University of Michigan
  • The Power of Markets II: Market Structure and Firm Behavior: University of Rochester
  • Collect and Share Employee Feedback with Officevibe: Coursera
  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Improve your productivity and performance with Canva: Coursera

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