The course Learn Statistics With Python is an online class provided by Codecademy. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn how to calculate and interpret several descriptive statistics using the Python library NumPy.
Learn Statistics With Python
Statistics is a tool used to communicate our understanding of data. It helps us understand the world better, make assertions, and communicate our confidence in the statements we are making.
This course focuses on a number of different descriptive statistics including the mean, median, mode, standard deviation, and variance of different datasets. Not only will you learn how to calculate these statistics, but you will learn how to interpret them. By getting an understanding of what these statistics represent, you will be able to better describe your own datasets.
Mean, Median, and Mode
Learn to use Python packages or manually calculate the mean, median, and mode of real-world datasets.
Variance and Standard Deviation
In this module, you will learn how to quantify the spread of the dataset by calculating the variance and standard deviation.
In this lesson, learn how to visualize and interpret a dataset using a histogram.
Describe a Histogram
Learn how to describe a statistical distribution by considering its center, shape, spread, and outliers.
Quartiles, Quantiles, and Interquartile Range
In this course, you will learn how to calculate three important descriptive statistics that describe the spread of the data.
To obtain a verified certificate from Codecademy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
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