COURSE

Probability and Statistics in Python: Intermediate

This course will teach you probability and statistics in Python, including probability distributions, chi-squared tests, and significant testing.

This course will teach you probability and statistics in Python, including probability distributions, chi-squared tests, and significant testing.

By the end of this course, you'll be able to:

  • Understand processes using probability and probability distributions.
  • Understand regular and multi-category chi-square tests.
  • Understand how to perform significance testing to better understand an outcome's importance.
probability-statistics-intermediate

Course Info:

Probability and Statistics in Python: Intermediate

Intermediate

The average completion time for this course is 10-hours.

This course requires a Basic subscription. It includes one free mission, five premium missions, and one guided project. This course is 17th course in the Data Analyst in Python path and Data Scientist in Python path

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Learn about Probability and Statistics

Introduction to Probability

Learn about probability and how to interpret it while analyzing data on country flags.

Calculating Probabilities

Learn about calculating probabilities while analyzing bike sharing data.

Probability Distributions

Learn about probability distributions while analyzing bike sharing data.

Significance Testing

Learn about hypothesis testing and statistical significance.

Chi-Squared Tests

Learn how to apply the chi-squared test to determine if observed data follows an expected pattern.

Multi Category Chi-Squared Tests

Learn how to apply the chi-squared test across more than one category at a time.

Winning Jeopardy

Learn how to analyze text while figuring out strategies to win at Jeopardy.