Learn Probability Distribution in this free online Data Science course

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Paid

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Level

Intermediate

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Free

Last updated on January 14, 2026 2:00 pm

Learn how scientists use data analytics and machine learning models to work out probability distribution and draw useful research conclusions from samples.

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This data science course explains probability distribution, something that anyone who wants to enter the field of data analytics and statistics needs to understand. We show you how data scientists use their knowledge of probability distribution to create machine learning models. We establish the importance of distributions in data analytics and show you how to develop models and use software to turn raw data into useful information.

What You Will Learn In This Free Course

  • Describe a simple random sampling an…
  • Discuss and apply marginal, union, j…
  • Solve problems using the laws of pro…
  • Explain the Bayes’ rule of probabili…
  • Describe a simple random sampling and establish the importance of sampling
  • Discuss and apply marginal, union, joint and conditional probabilities
  • Solve problems using the laws of probability, including those of addition, multiplication and conditional probability
  • Explain the Bayes’ rule of probability or Bayers? Theorem
  • Compare descriptive and inferential statistics
  • Outline the concept of a sampling distribution
  • Identify the mean and standard deviation for a sampling distribution
  • Contrast populations and samples
  • Describe how to make calculations under probability using sampling distributions
  • Distinguish between a point estimate and a confidence interval estimate
  • Find the confidence interval estimate for the variance of a normal population
  • Introduction to probability

    In this module, you will learn about the different ways of assigning probability including marginal and conditional probability. You will also learn about the properties of probability distribution.

    Sampling and Sampling Distribution

    In this problem, you will about how problems are solved using probability distribution. You will also learn about the types of sampling, the differences between inferential and descriptive statistics.; Module

    Course assessment

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      Learn Probability Distribution in this free online Data Science course
      Learn Probability Distribution in this free online Data Science course
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