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  2. Probability Distribution

Probability Distribution Courses

Probability distribution courses can help you learn about normal, binomial, and Poisson distributions, as well as their applications in statistics and data analysis. You can build skills in interpreting data, calculating probabilities, and making informed predictions based on statistical models. Many courses introduce tools like R, Python, and Excel, that support visualizing distributions and performing simulations, helping you apply these concepts in practical scenarios such as risk assessment and decision-making.

Popular Probability Distribution Courses and Certifications


  • U

    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI

    4.4 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (23) · Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives

    4.4 stars, 802 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (802) · Advanced · Specialization · 3 - 6 Months

  • D

    Duke University

    Introduction to Probability and Data with R

    Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R (Software), Probability & Statistics, Statistical Inference, Probability Distribution, R Programming, Data Analysis, Probability, Statistics, Statistical Methods, Statistical Analysis, Statistical Software, Descriptive Statistics

    4.7 stars, 5.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (5.9K) · Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Combinatorics and Probability

    Skills you'll gain: Combinatorics, Probability, Algorithms, Mathematical Modeling, Programming Principles, Statistics, Arithmetic, Program Development, Python Programming

    4.6 stars, 874 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (874) · Beginner · Course · 1 - 3 Months

  • S

    Stanford Online

    Probabilistic Graphical Models 1: Representation

    Skills you'll gain: Bayesian Network, Graph Theory, Probability Distribution, Statistical Modeling, Markov Model, Probability & Statistics

    4.6 stars, 1.4K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (1.4K) · Advanced · Course · 1 - 3 Months

  • N

    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Correlation Analysis

    Mixed · Course · 1 - 3 Months

  • S

    Stanford Online

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Statistical Inference, Sampling (Statistics), Probability & Statistics, Algorithms, Probability Distribution

    4.6 stars, 491 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (491) · Advanced · Course · 1 - 3 Months

  • I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Probability & Statistics, Jupyter, Regression Analysis, Correlation Analysis, Probability

    4.5 stars, 471 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (471) · Mixed · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Fundamentos de probabilidad y aplicaciones

    Skills you'll gain: Probability, Probability Distribution, Risk Modeling, Combinatorics

    4.8 stars, 180 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (180) · Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Model Optimization, Probability Distribution, Model Training

    4.7 stars, 109 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (109) · Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Data Collection

    4.4 stars, 376 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (376) · Intermediate · Specialization · 3 - 6 Months

    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Statistical Methods for Computer Science

    Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Combinatorics, Applied Machine Learning, Statistical Hypothesis Testing, Data Analysis, Probability, Probability Distribution, Probability & Statistics, Statistical Methods, Simulations, Data Science, Markov Model, Network Model, Statistics, Statistical Inference, Correlation Analysis

    Intermediate · Specialization · 3 - 6 Months

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