Overview
- Fully revised and updated with the latest tools and techniques for data analysis with Python
- Includes three new chapters on social media analysis, image analysis with OpenCV, and deep learning
- Written by IT Scientific Application Specialist, Fabio Nelli
Buy print copy
About this book
This third edition is fully updated for the latest version of Python and its related libraries, and includes coverage of social media data analysis, image analysis with OpenCV, and deep learning libraries. Each chapter includes multiple examples demonstrating how to work with each library. At its heart lies the coverage of pandas, for high-performance, easy-to-use data structures and tools for data manipulation
Author Fabio Nelli expertly demonstrates using Python for data processing, management, and information retrieval. Later chapters apply what you've learned to handwriting recognition and extending graphical capabilities with the JavaScript D3 library. Whether you are dealing with sales data, investment data, medical data, web page usage, or other data sets, Python Data Analytics, Third Edition is an invaluable reference with its examples of storing, accessing, and analyzing data.
What You'll Learn
- Understand the core concepts of data analysis and the Python ecosystem
- Go in depth with pandas for reading, writing, and processing data
- Use tools and techniques for data visualization and image analysis
- Examine popular deep learning libraries Keras, Theano,TensorFlow, and PyTorch
Who This Book Is For
Experienced Python developers who need to learn about Pythonic tools for data analysis
Keywords
Table of contents (14 chapters)
Authors and Affiliations
About the author
Bibliographic Information
Book Title: Python Data Analytics
Book Subtitle: With Pandas, NumPy, and Matplotlib
Authors: Fabio Nelli
DOI: https://doi.org/10.1007/978-1-4842-9532-8
Publisher: Apress Berkeley, CA
eBook Packages: Professional and Applied Computing, Apress Access Books, Professional and Applied Computing (R0)
Copyright Information: Fabio Nelli 2023
Softcover ISBN: 978-1-4842-9531-1Published: 02 September 2023
eBook ISBN: 978-1-4842-9532-8Published: 01 September 2023
Edition Number: 3
Number of Pages: XXI, 445
Number of Illustrations: 513 b/w illustrations, 183 illustrations in colour
Topics: Python, Big Data, Machine Learning, Artificial Intelligence