#DATA ANALYSIS WITH PANDAS AND PYTHON DOWNLOAD HOW TO#

#DATA ANALYSIS WITH PANDAS AND PYTHON DOWNLOAD HOW TO#

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. Build Python scripts, modules, and packages for reusable analysis codeīy 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. eBook Description: Hands-On Data Analysis with Pandas: Get to grips with pandas-a versatile and high-performance Python library for data manipulation, analysis, and discovery.Use pandas to solve common data representation and analysis problems.Use Python data science libraries to analyze real-world datasets.Apply machine learning (ML) algorithms to identify patterns and make predictions.Create data visualizations with pandas, matplotlib, and seaborn.Combine, group, and aggregate data from multiple sources.Perform data analysis and data wrangling in Python.

Understand how data analysts and scientists gather and analyze data.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. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. 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. 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. Hands-On Data Analysis with Pandas: Get to grips with pandas-a versatile and high-performance Python library for data manipulation, analysis, and discoveryĭata 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.

Data analysis with pandas and python download