Intermediate Pandas Python Library for Data Science

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在此指导项目中,您将:

Learn the advanced methods to handle missing values.

Learn how to sort, select and slice data for easier manipulation.

Learn about different types of joins, sorting and binning data.

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

Note : Pandas is not used for development. So you will not build anything during the course of this project. This guided project is for those who are familiar with pandas for data analysis, but want to really harness the power of pandas by learning more complex operations. While you are watching me code, you will get a cloud desktop with all the required software pre-installed. This will allow you to code along with me. After all, we learn best with active, hands-on learning. Special Features: 1) Work with real-world data. 2) Detailed variable description booklet provided. 3) This project provides plenty of challenges with solutions to encourage you to practice using pandas. 4) Libraries are automatically imported and the dataset is automatically split into subsets, each time you begin a new session. Just open the project and start learning! 5) The real-world applications of each function are explained. 6) Best practices and tips are provided to ensure that you learn how to use pandas efficiently. 7) Animated gifs are used to aid in the learning process. 8) Important terminology and definitions are explained. 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

Data SciencePython ProgrammingData AnalysisPandasNumpy

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. Splitting of data into subsets.

  2. Imputation and interpolation of missing values.

  3. Sorting by columns and ranges.

  4. Selecting and slicing data.

  5. Joining, Concatenation & Advanced Joins

  6. Grouping, calculation of aggregate and binning.

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

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