2026 Pandas Bootcamp For Data Analysis With Python

2026 Pandas数据分析训练营

本课程通过实际案例与真实数据集，全面讲解Pandas数据操作、清洗、分组及统计方法，助你掌握Python数据分析技能。含11小时视频与动手练习，适合入门到进阶学习者。

MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.32 GB | Duration: 11h 37m

Master data analysis using Pandas in Python with practical examples, real datasets, and hands-on exercises

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

Aspiring data analysts who want to learn how to use Pandas for data analysis,Data scientists who want to add Pandas to their skillset,Business analysts who need to analyze data using Pandas,Programmers who want to learn about data manipulation and analysis using Python and Pandas,Anyone interested in learning about Pandas and data analysis with Python