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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 Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Scalability, Data Structures, Distributed Computing, Probability Distribution, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    Learning Technologies Foundations and Applications

    Skills you'll gain: Education Software and Technology, Learning Theory, Instructional Design, Learning Management Systems, Digital pedagogy, Technology Solutions, Disabilities, Human Computer Interaction, Emerging Technologies, Electronic Media, Gerontology

    4.5
    Rating, 4.5 out of 5 stars
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    190 reviews

    Mixed · Course · 1 - 3 Months

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    U

    Universidade de São Paulo

    Estatística não-paramétrica para a tomada de decisão

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution

    4.4
    Rating, 4.4 out of 5 stars
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    139 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    Universidad Nacional Autónoma de México

    Negociar con sentido: ¿Competir, colaborar o ceder?

    Skills you'll gain: Negotiation, Game Theory, Communication, Conflict Management, Business Strategy, Cultural Diversity, Social Justice, Decision Making, Cultural Sensitivity, Ethical Standards And Conduct, Empathy & Emotional Intelligence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Organizational Effectiveness, Workforce Management, Analytics, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Network Analysis, Employee Retention, Performance Management, Collaboration, Data Analysis, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    6.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Event Marketing Design in Canva

    Skills you'll gain: Event Marketing, Marketing Design, Canva (Software), Marketing Materials, A/B Testing, Promotional Materials, Event Management, Design Strategies, Logo Design, Email Marketing, Social Media Campaigns, Branding, Drive Engagement, Experience Design, Graphic and Visual Design, Typography, Color Theory

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Berklee

    The DIY Musician

    Skills you'll gain: Fundraising and Crowdsourcing, Music Theory, Musical Composition, Music, Peer Review, Brand Strategy, Professional Networking, Social Media, Branding, Sustainable Business, Music Performance, Leadership, Media Production, Campaign Management, Instrumental Music, Automation, Marketing, Relationship Building, Entrepreneurship, File Management

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Data Integration, Mathematical Modeling, Data Analysis, Vector Databases, Probability, Geometry, Applied Mathematics, Mechanics, Engineering Calculations, Spatial Data Analysis, Derivatives, Physics

    4.8
    Rating, 4.8 out of 5 stars
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    137 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Text Mining, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    T

    The Hong Kong University of Science and Technology

    The Science of Gastronomy

    Skills you'll gain: Cooking, Food and Beverage, Nutrition and Diet, Meal Planning And Preparation, Biochemistry, Aesthetics, Color Theory, Chemistry, Physiology, Physics, Psychology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    787 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to HTML5

    Skills you'll gain: Hypertext Markup Language (HTML), Web Design, Web Content Accessibility Guidelines, Web Design and Development, Usability, Semantic Web, Cascading Style Sheets (CSS), Cloud Hosting, Web Servers, Data Validation, Web Development Tools

    4.7
    Rating, 4.7 out of 5 stars
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    28K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning: Clustering & Retrieval: University of Washington
  • Learning Technologies Foundations and Applications: University of Illinois Urbana-Champaign
  • Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
  • Negociar con sentido: ¿Competir, colaborar o ceder?: Universidad Nacional Autónoma de México
  • People Analytics: University of Pennsylvania
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
  • Event Marketing Design in Canva: Coursera
  • The DIY Musician: Berklee
  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI

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