Why this course?

Description

                                                 Pandas Basic (Telugu) 

 

 

Description:

Pandas are a popular open-source data manipulation and analysis library for the Python programming language. It provides high-performance, easy-to-use data structures—primarily the DataFrame and Series—and tools for working with structured data. Pandas is widely used in data science, machine learning, finance, and other fields where data analysis and manipulation are essential tasks.

 

Key components of Pandas:

Data Frame: A two-dimensional, tabular data structure with labeled axes (rows and columns). It is similar to a spreadsheet or SQL table and allows for easy manipulation and analysis of data.

Series: A one-dimensional labeled array capable of holding any data type. It is often used to represent a single column or row of data within a Data Frame.

Data Analysis: Pandas is widely used for quantitative data analysis. It supports various statistical and mathematical operations, making it a valuable tool for tasks such as calculating descriptive statistics, aggregating data, and conducting hypothesis testing.

Data Cleaning: Pandas facilitates the cleaning of messy data by providing methods for handling missing data, duplicate values, and outliers.

Modules of Pandas Basic (Telugu)   :

Module: pandas