Python for Data Analysis: Master Pandas & NumPy

This collection of books helps you learn statistics, Python programming, and data analysis in simple ways. You will understand 50 important statistics concepts like probability, regression, and testing, explained with R and Python examples, so you know which method to use in real life. You will also learn Python from the basics, such as loops, functions, and classes, and then move to real projects like making a game, charts, and a web app, making it perfect for new coders. Along with this, you will explore data analysis with Python, using Pandas for tables and data, NumPy for numbers, and visualization tools for charts and graphs. You’ll also learn how to clean messy data, handle dates and times, and import from CSV or Excel. Together, these books give you a complete path from learning Python, to mastering statistics, to analyzing real-world data.