کتاب Hands-On Data Analysis with Pandas

ارسال کتاب های زبان اصلی در بازه 8 الی 12 روزه انجام میشود.
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https://www.amazon.de/-/en/Stefanie-Molin/dp/1789615321
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Hands-On Data Analysis with Pandas

by Stefanie Molin (Author)
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
Book Description
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-learn, to make predictions based on past data.

By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets.