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Hands-On Data Analysis with Pandas : A Python data science handbook for data collection, wrangling, analysis, and visualization / Stefanie Molin
UK : Packt, 2021
788 p. : illustration ; 25 cm.
Ký hiệu phân loại (DDC): 006
Using real-world datasets, you will learn how to use the 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-learn to make predictions based on past data.
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