Mastering pandas
pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful techniques and real-world examples on getting the most out of pandas for expert-level data manipulation, analysis and visualization.
Offered by
Difficulty Level
Intermediate
Completion Time
22h28m
Language
English
About Book
Who Is This Book For?
This book is for data scientists, analysts and Python developers who wish to explore advanced data analysis and scientific computing techniques using pandas. Some fundamental understanding of Python programming and familiarity with the basic data analysis concepts is all you need to get started with this book.
Mastering pandas
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 22h28m total length
Introduction to pandas and Data Analysis
Installation of pandas and Supporting Software
Using NumPy and Data Structures with pandas
I/Os of Different Data Formats with pandas
Indexing and Selecting in pandas
Grouping, Merging, and Reshaping Data in pandas
Special Data Operations in pandas
Time Series and Plotting Using Matplotlib
Making Powerful Reports In Jupyter Using pandas
A Tour of Statistics with pandas and NumPy
A Brief Tour of Bayesian Statistics and Maximum Likelihood Estimates
Data Case Studies Using pandas
The pandas Library Architecture
pandas Compared with Other Tools
A Brief Tour of Machine Learning
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