Python Data Analytics: With Pandas, NumPy, and Matplotlib, 3rd Edition
eBook Details:
- Paperback: 466 pages
- Publisher: WOW! eBook; 3rd edition (September 16, 2023)
- Language: English
- ISBN-10: 1484295315
- ISBN-13: 978-1484295311
eBook Description:
Python Data Analytics: With Pandas, NumPy, and Matplotlib, 3rd Edition
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You’ll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.
This Python Data Analytics: With Pandas, NumPy, and Matplotlib, 3rd 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.
- 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
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, 3rd Edition is an invaluable reference with its examples of storing, accessing, and analyzing data.