Sarkar, Dr. Tirthajyoti
Data Wrangling with Python: Creating actionable data from raw sources
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- ISBN 13:
- 9781789800111
- author:
- Sarkar, Dr. Tirthajyoti
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2019
- Pages:
- 452
- Dimensions:
- 23.5 x 19.1 x 2.3 centimetres (0
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Data Wrangling with Python: Creating Actionable Data from Raw Sources
This practical guide teaches you the core ideas behind data hygiene and equips you with knowledge of popular tools and techniques in data science. You'll learn how to extract the most out of your data, handle missing or wrong data, and use specialized routines in Python.
Through real-world examples and datasets, you'll grasp concepts such as manipulating complex and simple data structures, using DataFrames, and harnessing the full potential of NumPy. By the end of this book, you'll be confident in using diverse sources to extract, clean, transform, and format your data efficiently.
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