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Introduction to Statistics in Python

Intermediate
4.4+
192 reviews
Updated 12/2024
Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from data using Python.
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PythonProbability & Statistics4 hours15 videos54 exercises4,250 XP125,880Statement of Accomplishment

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Course Description

Statistics is the study of how to collect, analyze, and draw conclusions from data. It’s a hugely valuable tool that you can use to bring the future into focus and infer the answer to tons of questions. For example, what is the likelihood of someone purchasing your product, how many calls will your support team receive, and how many jeans sizes should you manufacture to fit 95% of the population? In this course, you'll discover how to answer questions like these as you grow your statistical skills and learn how to calculate averages, use scatterplots to show the relationship between numeric values, and calculate correlation. You'll also tackle probability, the backbone of statistical reasoning, and learn how to use Python to conduct a well-designed study to draw your own conclusions from data.

Prerequisites

Data Manipulation with pandas
1

Summary Statistics

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2

Random Numbers and Probability

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3

More Distributions and the Central Limit Theorem

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4

Correlation and Experimental Design

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Introduction to Statistics in Python
Course
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Don’t just take our word for it

*4.4
from 192 reviews
67%
20%
7%
4%
2%
  • Wohnung S.
    8 days

    That's a great course!! The teacher was good and the material as well!

  • Dimitris L.
    19 days

    useful course

  • PABLO 0.
    24 days

    I feel that is necessary and optimum more exercises and a project exanple to view the real application of this statistics.

  • Jean-Laurent M.
    25 days

    This was a very relevant class! All statistical key concepts were discussed and well presented. The teacher make a great job expliciting concepts that i was struggling to aprehend. I consider this class to be one of the best in Datacamp!

  • Josep M.
    about 1 month

    Very useful learning!

"That's a great course!! The teacher was good and the material as well!"

Wohnung S.

"useful course"

Dimitris L.

"I feel that is necessary and optimum more exercises and a project exanple to view the real application of this statistics."

PABLO 0.

FAQs

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