Navlani, Avinash
Python Data Analysis - Third Edition: Perform data collection, data processing, wrangling, visualization, and model building using Python
- ISBN 13:
- 9781789955248
- author:
- Navlani, Avinash
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2021
- Pages:
- 478
- Dimensions:
- 23.5 x 19.1 x 2.4 centimetres (0
- Genre:
- Computers, Computer Science, Data Modeling,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Python Data Analysis: Perform Data Collection, Processing, Wrangling, Visualization, and Model Building Using Python Learn to analyze data using Python, a popular tool for working with various types of data. This practical guide covers the different phases and methodologies used in data analysis, from statistical fundamentals to machine learning algorithms. You'll discover how to prepare and clean your data, perform complex analysis and modeling, and create efficient data pipelines using modern libraries from the Python ecosystem. The book also covers time series analysis, signal processing, and parallel computing using Dask, as well as real-world examples of analyzing textual and image data using natural language processing and image analytics techniques. By the end of this book, you'll be equipped with the skills to prepare data for analysis and create meaningful data visualizations for forecasting values from data.
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