Introduction to Statistics in Python

提供方
Coursera Project Network
在此指导 项目中,您将:

Review introductory statistics functions

Explore python libraries and their documentations

Perform statistical analysis and create corresponding visualizations in python

Clock2 hours
Intermediate中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

In this project, learners will get a refresher of introductory statistics, learn about different python libraries that can be used to run statistical analysis, and create visualizations to represent the results. By the end of the project, the learners will import a real world data set, run statistical analysis to find means, medians , standard deviations, correlations, and other information of the data. The learners will also create distinct graphs and plots to represent the data. Along the way, the learners will not only learn the frequently used statistics functions, but also learn to navigate documentations for different python libraries in order to find assistance in the implementation of those functions, and find other relevant functions as well. This will help the learners to understand the material and implement more complex functions down the road instead of simply memorizing the syntax of one solution. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培养的技能

Performing basic statistical analysis in pythonperforming statistical analysis and creating corresponding visualizations in pythonunderstanding python library documentationsexploring and implementing python librariescustomizing python visulizations

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Review introductory statistics functions

  2. Explore python libraries and their documentations

  3. Import and use functions from python libraries

  4. Perform basic statistical analysis using python library functions

  5. Create and customize visualizations in python to represent statistical results

  6. Perform statistical analysis and create corresponding visualizations in python

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

常见问题

常见问题

还有其他问题吗?请访问 学生帮助中心