Introduction to Statistics in Python

提供:
Coursera Project Network
このガイド付きプロジェクトでは、次のことを行います。

Review introductory statistics functions

Explore python libraries and their documentations

Perform statistical analysis and create corresponding visualizations in python

Clock2 hours
Intermediate中級
Cloudダウンロード不要
Video分割画面ビデオ
Comment Dots英語
Laptopデスクトップのみ

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.

あなたが開発するスキル

  • Performing basic statistical analysis in python
  • performing statistical analysis and creating corresponding visualizations in python
  • understanding python library documentations
  • exploring and implementing python libraries
  • customizing python visulizations

ステップバイステップで学習します

ワークエリアを使用した分割画面で再生するビデオでは、講師がこれらの手順を説明します。

  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

ガイド付きプロジェクトの仕組み

ワークスペースは、ブラウザに完全にロードされたクラウドデスクトップですので、ダウンロードは不要です

分割画面のビデオで、講師が手順ごとにガイドします

よくある質問

よくある質問

さらに質問がある場合は、受講者ヘルプセンターにアクセスしてください。