The Ultimate Pandas Bootcamp: Advanced Python Data Analysis

Welcome to the best resource online for learning and mastering data analysis with pandas and python. Over 32 hours, 10+ datasets, and 50+ skill challenges, you will gain hands-on mastery of, not only pandas 1. x, but also tens of computer science, statistics, and programming concepts.

We will break down, understand, and practice hundreds of methods, attributes, and techniques in pandas and python that will fundamentally change the way you work with data. In The Ultimate Pandas Bootcamp (2025) you won't be working with outdated versions of pandas, writing repetitive commands on the same boring dataset. Instead, you'll learn pandorable and pythonic solutions to interesting, real-world data problems, while working with many diverse datasets that range from wine servings, video game sales, and SAT scores to stock prices, college salaries and more.

Data analysis is an applied science, which is why in each section, you'll stop and practice what you learn in dedicated skill challenges, followed by detailed solutions where we often consider and compare alternative solutions. Data analysis is one of the most in-demand skill across all industries and an increasing number of roles. And python is increasingly the language of choice.

Pandas is the wonderful open-source library that is the embodiment of those trends: based on the python programming language, pandas is the de facto data analysis library in the python data science community. ----- Structure & Curriculum -----Over more than 31 hours, we'll cover everything that pandas has to offer, from manipulating series and dataframes, to merging datasets, handling time series, aggregations, filtering, sorting and much more. The first four sections of the bootcamp constitute the core curriculum.