Practical data analysis with NumPy and pandas is the perfect guide for anyone who wants to learn Python tools for data analysis. The book describes in detail how to work with NumPy and pandas libraries for data processing and analysis. Readers will learn about basic data structures, NumPy arrays, Series objects, and DataFrames in the pandas library, perform filtering, grouping, data merging, time series analysis, and more. The author reveals important concepts and techniques for working with data, and also provides many practical tasks and examples to consolidate knowledge. "Practical data analysis with NumPy and pandas" will be an indispensable assistant for anyone who is interested in data analysis and wants to improve their skills with Python.