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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


  • U

    University of Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Applied Machine Learning, Generative Adversarial Networks (GANs), Healthcare Project Management, Machine Learning Methods, Image Analysis, Graph Theory, Artificial Neural Networks, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Predictive Modeling, Unsupervised Learning, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
    ·
    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

  • B

    Banco Interamericano de Desarrollo

    Liderazgo femenino: potencia habilidades e impulsa el cambio

    Skills you'll gain: Communication, Public Speaking, Emotional Intelligence, Empowerment, Resilience, Personal Development, Professional Networking, Mentorship, Professional Development, Self-Awareness, Coaching, Leadership, Leadership and Management, Empathy, Diversity Equity and Inclusion Initiatives

    5
    Rating, 5 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Supervised Learning, Algorithms, Statistical Methods, Linear Algebra, Probability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier II

    Skills you'll gain: Supply And Demand, Market Dynamics, Property and Real Estate, Real Estate, Land Management, Economic Development, Commercial Real Estate, Financial Market, Market Data, Economics, Market Analysis, Price Negotiation, Construction Estimating

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Innovative Governance of Large Urban Systems

    Skills you'll gain: Social Justice, Community Development, Governance, Sustainable Development, Systems Thinking, Information Technology, Economic Development, Policty Analysis, Research, and Development, Digital Transformation, Stakeholder Engagement, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    American Psychological Association

    Intro to Null Hypothesis Significance Testing with z-test

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

    Beginner · Course · 1 - 3 Months

  • A

    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, AI Workflows, Creativity, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Technology Entrepreneurship

    Skills you'll gain: Entrepreneurial Finance, Business Planning, Design Thinking, Business Modeling, Entrepreneurship, Target Market, Persona Development, Systems Thinking, Value Propositions, New Product Development, Technical Management, Financial Statements, Growth Strategies, Business Ethics, Market Opportunities, Intellectual Property, Gap Analysis, Financial Modeling, Engineering Management, Engineering

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    52 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    Advancing Women in Tech

    Building Products at Global Scale

    Skills you'll gain: Software Architecture, Systems Design, Technical Management, API Design, Technical Product Management, Engineering Management, Program Management, Microservices, Cross-Functional Collaboration, Team Performance Management, Leadership and Management, Service Oriented Architecture, Amazon Web Services

    4.5
    Rating, 4.5 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Inclusive Analytic Techniques

    Skills you'll gain: Data Ethics, Data Collection, Quantitative Research, Qualitative Research, Data Analysis, Statistical Analysis, Analytical Skills, Regression Analysis, Focus Group, Correlation Analysis, Diversity and Inclusion, Research Methodologies, Surveys, Business Analytics, Statistical Inference, Sampling (Statistics), Stakeholder Analysis, Probability, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    85 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Skillshare

    DaVinci Resolve 19 Masterclass: Audio & Visual Polish

    Skills you'll gain: Post-Production, Storytelling, Video Editing, Timelines, Color Theory, Cinematography, Web Content Accessibility Guidelines, Music, Editing

    Mixed · Course · 1 - 3 Months

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

  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • Foundations of ML & Python for Data Science: Packt
  • Liderazgo femenino: potencia habilidades e impulsa el cambio: Banco Interamericano de Desarrollo
  • Introduction to Neural Networks: Johns Hopkins University
  • Economie du sol et de l'immobilier II: École Polytechnique Fédérale de Lausanne
  • Innovative Governance of Large Urban Systems: École Polytechnique Fédérale de Lausanne
  • Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
  • Generative AI for Graphic Designers: Adobe
  • Technology Entrepreneurship: University of Colorado Boulder
  • Building Products at Global Scale: Advancing Women in Tech

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