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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.


More to explore:

Popular Probability Theory Courses and Certifications


  • Status: New
    New
    A

    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Image Analysis, Embeddings, Autoencoders, Convolutional Neural Networks, Responsible AI, Computer Vision, Music, Recurrent Neural Networks (RNNs)

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Introduction to Statistical Analysis: Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Statistical Inference

    4.7
    Rating, 4.7 out of 5 stars
    ·
    174 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Data Science Ethics

    Skills you'll gain: Data Ethics, Informed Consent, Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Responsible AI, Intellectual Property, Data Analysis, Social Studies, Sampling (Statistics)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Adobe

    Creative Design Tools: Adobe Photoshop, Illustrator, Acrobat

    Skills you'll gain: Photo Editing, Adobe Illustrator, Color Theory, Adobe Photoshop, Adobe Acrobat, Typography, Document Management, Graphic and Visual Design, Graphic Design, Graphics Software, Graphic and Visual Design Software, Photography, Generative AI, Design, Adobe Creative Cloud, Design Elements And Principles, Workflow Management, Digital Design, Collaborative Software, Branding

    4.6
    Rating, 4.6 out of 5 stars
    ·
    525 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Investment and Portfolio Management

    Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Market, Investments, Securities (Finance), Financial Systems, Securities Trading, Asset Management, Behavioral Economics, Capital Markets, Investment Management, Equities, Performance Measurement, Finance, Financial Services, Performance Analysis, Risk Management, Return On Investment, Market Liquidity, Wealth Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    C

    Coursera

    Harden AI: Secure Your ML Pipelines

    Skills you'll gain: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    人群与网络

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Game Theory, Computational Thinking, Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, Market Dynamics, Information Technology, Sociology, Algorithms, Probability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    114 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Drug Discovery

    Skills you'll gain: Drug Development, Pharmaceuticals, Pharmacology, Pre-Clinical Development, Clinical Trials, Biotechnology, Bioinformatics, Precision Medicine, Molecular Biology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Musicianship: Tensions, Harmonic Function, and Modal Interchange

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    402 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Quantum Information

    Skills you'll gain: Emerging Technologies, Digital Communications, Theoretical Computer Science, Cryptography, Linear Algebra, Computational Thinking, Information Technology, Physics, Mathematical Modeling

    4.2
    Rating, 4.2 out of 5 stars
    ·
    130 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    E

    EDUCBA

    Mastering Special Purpose Entities: Analyze and Apply SPE

    Skills you'll gain: Sarbanes Oxley Act (SOX) Compliance, Specialized Accounting, Regulatory Requirements, Financial Regulations, Technical Accounting, Financial Reporting, Financial Statement Analysis, Financial Auditing, Securities (Finance), Investment Management, Financial Analysis, Business Risk Management, Asset Management, Organizational Structure, Consolidation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Google Cloud Platform Administration

    Skills you'll gain: Google Cloud Platform, Cloud Management, Cloud Infrastructure, Application Deployment, Kubernetes, Cloud Computing, Cloud Platforms, Public Cloud, Identity and Access Management, Cloud Security, Network Administration, Cloud Storage, Devops Tools, Virtual Machines, System Monitoring, Containerization, Application Performance Management, Virtual Networking, Firewall

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • Introduction to Statistical Analysis: Hypothesis Testing: SAS
  • Data Science Ethics: University of Michigan
  • Creative Design Tools: Adobe Photoshop, Illustrator, Acrobat: Adobe
  • Investment and Portfolio Management: Rice University
  • Harden AI: Secure Your ML Pipelines: Coursera
  • 人群与网络 : Peking University
  • Drug Discovery : University of California San Diego
  • Musicianship: Tensions, Harmonic Function, and Modal Interchange: Berklee
  • Introduction to Quantum Information: Korea Advanced Institute of Science and Technology(KAIST)

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