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Python for Data Science
Acknowledgments
Regular Expressions
Regular Expression Exercises
Files
Files Exercises
Web APIs
Web APIs Exercises
Web Crawling
Web Crawling Exercises
Numpy Arrays
Numpy Array Exercises
Series
Series Exercises
DataFrames
DataFrames Attributes and Methods
DataFrames Advanced Methods
DataFrames Visualization
DataFrames Exercises
Importing and Storing Data
Importing and Storing Data Exercises
Data Preparation
Data Preparation Exercises
Missing Values
Data Aggregation
Data Aggregation Exercises
Visualization
Visualization Matplotlib
Visualization Seaborn
Visualization GO
Visualization Examples
Visualization Exercises
Text Analysis
Text Analysis Exercises
Time Series
Time Series Exercises
Machine Learning Algorithms
Linear Regression
k-Means Clustering
Datasets
Datasets Exercises
Projects
.ipynb
.pdf
Data Preparation
Contents
Data Cleaning
Data Transformation
Data Manipulation
Data Preparation
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Data Cleaning
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Data Transformation
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Data Manipulation
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Contents
Data Cleaning
Data Transformation
Data Manipulation
