Book
The Pandas Workshop
This workshop will teach you how to tackle modern data problems and derive value from complex datasets using the pandas library. You will gain the knowledge and skills to process a variety of data types and kickstart your Python data science career.
Offered by
Difficulty Level
Intermediate
Completion Time
24h48m
Language
English
About Book
Who Is This Book For?
This data analysis book is for anyone with prior experience working with the Python programming language who wants to learn the fundamentals of data analysis with pandas. Previous knowledge of pandas is not necessary.
The Pandas Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 24h48m total length
An Introduction to pandas
Working with Data Structures
Data I/O
pandas Data Types
Data Selection – DataFrames
Data Selection – Series
Data Exploration and Transformation
Data Visualization
Data Modeling – Preprocessing
Data Modeling – Modeling Basics
Data Modeling – Regression Modeling
Using Time in pandas
Exploring Time Series
Applying pandas Data Processing for Case Studies
Related Resources
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