[ DevCourseWeb.com ] The Pandas Bootcamp | Data Analysis With Pandas Python3



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Published 5/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 274.34 MB | Duration: 0h 48m



Master Data Analysis with Pandas Python3 - From Beginner to Advanced. Enroll in The Pandas Bootcamp today!



What you'll learn

Understand the basics of Pandas, its data structures, and how to install it.

Work with different types of data structures in Pandas.

Use descriptive and inferential statistics methods to analyze data.

Apply element-wise, row or column-wise, and table-wise function application on data.

Reindex, sort, and iterate through data using Pandas.

Use string methods for data cleaning and manipulation.

Customize display options and data types in Pandas.

Perform indexing and selecting operations based on labels, integers, or Boolean values.

Use window functions such as rolling, expanding, and ewm for data analysis.

Group data based on single or multiple columns, apply aggregation functions, and filter or transform data.

Work with categorical data, perform methods such as reorder, remove, add, and rename categories, and visualize categorical data using Pandas.

Visualize data using different types of plots such as line, bar, histogram, scatter, box, area, and heatmap.

Read and write data in different formats such as CSV, Excel, and JSON using Pandas.

Work with sparse data and understand its features.



Requirements

You should have basic knowledge of Python programming with beginner experince

You did not have to buy extra software or course



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