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    • Probability Theory

    Probability Theory Courses Online

    Explore probability theory for mathematical modeling. Understand concepts like random variables, independence, and conditional probability.

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    Explore the Probability Theory Course Catalog

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Mathematics for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Data Structures and Algorithms

      Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Bioinformatics, Network Model, Advanced Mathematics, Computer Programming, Theoretical Computer Science, Program Development, Operations Research, System Design and Implementation, Network Analysis, Network Routing, Programming Principles, Linear Algebra, Text Mining, C (Programming Language), Software Testing, Debugging

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Applied Data Science with Python

      Skills you'll gain: Data Visualization, Matplotlib, Network Analysis, Machine Learning Algorithms, Supervised Learning, Pandas (Python Package), Data Visualization Software, Text Mining, Interactive Data Visualization, Plot (Graphics), Applied Machine Learning, Scikit Learn (Machine Learning Library), Visualization (Computer Graphics), Data Presentation, Statistical Methods, Data Manipulation, Network Model, Graph Theory, Natural Language Processing, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      34K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Self-Driving Cars

      Skills you'll gain: Computer Vision, Image Analysis, Automation, Software Architecture, Simulation and Simulation Software, Deep Learning, Control Systems, Hardware Architecture, Estimation, Safety Assurance, Systems Architecture, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Global Positioning Systems, Reinforcement Learning, Artificial Intelligence, Artificial Neural Networks, Spatial Data Analysis, Algorithms, Mathematical Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.5K reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Agentic AI and AI Agents for Leaders

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Agentic systems, Generative AI Agents, OpenAI, Data Ethics, Organizational Leadership, AI Personalization, Business Process Automation, Technical Management, Leadership and Management, Automation, Artificial Intelligence, Large Language Modeling, Program Implementation, Business Transformation, Digital Transformation, Project Implementation, Application Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Science Foundations: Statistical Inference

      Skills you'll gain: Probability, Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Science, Statistics, Bayesian Statistics, Quantitative Research, Descriptive Statistics, Correlation Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      323 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      D

      Duke University

      Data Science Math Skills

      Skills you'll gain: Probability, General Mathematics, Bayesian Statistics, Calculus, Graphing, Descriptive Statistics, Algebra, Derivatives

      4.5
      Rating, 4.5 out of 5 stars
      ·
      13K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science Fundamentals with Python and SQL

      Skills you'll gain: SQL, Statistical Hypothesis Testing, Relational Databases, Statistical Analysis, Dashboard, Descriptive Statistics, Jupyter, Data Visualization, Statistical Methods, Web Scraping, Query Languages, Probability Distribution, Probability & Statistics, Statistics, Regression Analysis, Data Analysis Software, Plot (Graphics), Data Visualization Software, Data Science, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Search Engine Optimization (SEO)

      Skills you'll gain: Search Engine Optimization, Keyword Research, Competitive Analysis, Web Analytics and SEO, Content Marketing, Content Strategy, Social Media Marketing, Content Creation, Social Media Strategy, Client Services, Target Audience, Persona Development, Social Media, Project Management, Web Content, Digital Marketing, Market Analysis, Key Performance Indicators (KPIs), Google Analytics, Expectation Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      13K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      I

      IIMA - IIM Ahmedabad

      Strategy and Game Theory for Management

      Skills you'll gain: Game Theory, Strategic Decision-Making, Business Strategy, Strategic Thinking, Decision Making, Strategic Planning, Behavioral Economics, Market Dynamics, Competitive Intelligence, Digital Transformation, Negotiation, Risk Management, Economics, Problem Solving, Innovation, Critical Thinking

      4.8
      Rating, 4.8 out of 5 stars
      ·
      112 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      B

      Berklee

      Piano Techniques for Modern Music

      Skills you'll gain: Music Theory, Music, Music Performance, Journals, Creativity

      5
      Rating, 5 out of 5 stars
      ·
      22 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universiteit Leiden

      International Humanitarian Law in Theory and Practice

      Skills you'll gain: Law, Regulation, and Compliance, International Relations, Conflict Management, Legal Proceedings, Case Law, Ethical Standards And Conduct, Legal Research, Investigation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2K reviews

      Beginner · Course · 1 - 3 Months

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

    • Mathematics for Machine Learning and Data Science: DeepLearning.AI
    • Data Structures and Algorithms: University of California San Diego
    • Applied Data Science with Python: University of Michigan
    • Self-Driving Cars: University of Toronto
    • Agentic AI and AI Agents for Leaders: Vanderbilt University
    • Data Science Foundations: Statistical Inference: University of Colorado Boulder
    • Data Science Math Skills: Duke University
    • Data Science Fundamentals with Python and SQL: IBM
    • Search Engine Optimization (SEO): University of California, Davis
    • Strategy and Game Theory for Management: IIMA - IIM Ahmedabad

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