Search  
Always will be ready notify the world about expectations as easy as possible: job change page
Книги для разработчиков

Data Analysis with Pandas

Data Analysis with Pandas

Efficiently perform data collection, wrangling, analysis, and visualization using Python
Автор:
Год:
Формат:
PDF
Страниц:
723
Просмотров:
1360

16,72 MB
Description

Data analysis has become a necessary skill in a variety of domains 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 be able 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.

Similar
Fluent Python, 2nd Edition
Автор: Luciano Ramalho
Год: 2022
Страниц: 1011
Don't waste time bending Python to fit patterns you've learned in other languages. Python's simplicity lets you become productive quickly, but often this means you aren't using everything the language has to offer.With the updated edition of this hands-on guide,...
Effective Python: 59 Specific Ways to Write Better Python
Автор: Brett Slatkin
Год: 2015
Страниц: 256
This book provides insight into the Pythonic way of writing programs: the best way to use Python. It builds on a fundamental understanding of the language that I assume you already have. Novice programmers will learn the best practices of...
Python High Performance, Second Edition
Автор: Gabriele Lanaro
Год: 2017
Страниц: 264
Python is a versatile language that has found applications in many industries. The clean syntax, rich standard library, and vast selection of third-party libraries make Python a wildly popular language.Python High Performance is a practical guide that shows how to...
Python Graphics, Second Edition
Автор: Bernard Korites
Год: 2023
Страниц: 488
This book shows how to use Python’s built-in graphics primitives - points, lines, and arrows – to create complex graphics for the visualization of two- and three-dimensional objects, data sets, and technical illustrations.This updated edition provides more detailed explanations where...
Send message
Email
Your name
*Message


© 1999–2024 WebDynamics
1980–... Sergey Drozdov
Area of interests: .NET Framework | .NET Core | C# | ASP.NET | Windows Forms | WPF | HTML5 | CSS3 | jQuery | AJAX | Angular | React | MS SQL Server | Transact-SQL | ADO.NET | Entity Framework | IIS | OOP | OOA | OOD | WCF | WPF | MSMQ | MVC | MVP | MVVM | Design Patterns | Enterprise Architecture | Scrum | Kanban