Pandas: Mastering Data Analysis in Python
20% discount for multiple people from the same company
Duration: 2 days | Price: € 499.00 VAT excluded
Description
This intensive course is designed for IT professionals and data analysts who want to deepen their knowledge of Pandas, the powerful Python library for data analysis. Through practical lessons and real-world examples, participants will learn how to manipulate, transform, and effectively analyze large datasets.
Course Target: This course is ideal for developers, data analysts, and IT professionals who have a basic knowledge of Python and wish to expand their skills in data analysis and manipulation.
Requirements: Basic knowledge of the Python language. Familiarity with fundamental programming and data analysis concepts.
Contents
Introduction to Pandas and Basic Operations
Overview of Pandas: History and Context
Installation and Setup of the Work Environment
Data Structures in Pandas: Series and DataFrame
Importing and Exporting Data
Basic Operations: Data Selection, Filtering, and Slicing
Advanced Data Manipulation
Handling Missing Values
GroupBy: Data Aggregation and Summarization
Join, Merge, and Concatenation
Using Lambda Functions and Applying Custom Functions
Reshaping and Pivoting Data Techniques
Data Analysis and Visualization
Exploratory Data Analysis with Pandas
Integration with Matplotlib and Seaborn for Data Visualization
Time Series Analysis with Pandas
Case Study: Real Projects and Business Applications
Best Practices and Resources for Continuous Learning