Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Codecademy

Master Statistics with Python

via Codecademy Path

Go to class Write review
CourseHorse Ad

The Perfect Gift: Any Class, Never Expires

Learn More → Coursera Ad

Save 43% on 1 Year of Coursera Plus

Learn More →

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn the statistics behind data science, from summary statistics to regression models. Includes **Statistics**, **Experimental Design**, **Python**, **pandas**, **NumPy**, **SciPy**, **matplotlib**, and more.

Syllabus

  • Variable Types
    • Learn about variable types and how to store them in Python.
  • Summary Statistics for Quantitative Data
    • Learn how to summarize quantitative data in Python using summary statistics.
  • Visualizing a Distribution of Quantitative Data
    • Learn how to visualize and describe a distribution of quantitative data using histograms, box plots, and quantiles/quartiles.
  • Summary Statistics for Categorical Data
    • Learn how to summarize categorical variables in Python using numerical summary statistics.
  • Visualizing Categorical Data
    • Learn how to visualize and describe categorical data using bar charts and pie charts.
  • Associations between Variables
    • Learn how to investigate whether there is an association between two variables.
  • Probability
    • Learn the fundamentals of probability by investigating random events.
  • Hypothesis Testing
    • Learn about hypothesis testing and how to design an experiment in Python.
  • Linear Regression
    • Learn how to fit, interpret, and compare linear regression models in Python.

Reviews

Start your review of Master Statistics with Python

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.