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Hands-On Data Analysis with Pandas : Efficiently Perform Data Collection, Wrangling, Analysis, and Visualization Using Python by STEFANIE. MOLIN is a nonfiction available to read on EtoBox.

What is Hands-On Data Analysis with Pandas : Efficiently Perform Data Collection, Wrangling, Analysis, and Visualization Using Python about?

**Get to grips with pandas―a versatile and high-performance Python library for data manipulation, analysis, and discovery** ## Key Features * Perform efficient data analysis and manipulation tasks using pandas * Apply pandas to different real-world domains using step-by-step demonstrations * Get accustomed to using pandas as an effective data exploration tool Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-lear

Who reads Hands-On Data Analysis with Pandas : Efficiently Perform Data Collection, Wrangling, Analysis, and Visualization Using Python?

Author

STEFANIE. MOLIN

Publisher

Packt Publishing, Limited; Packt Publishing

Published

2019

Language

EN

ISBN

9781789612806

Category

nonfiction

Subjects

Science, Computer Science, Organization And Data Processing