Vasiliev, Yuli
Python For Data Science: A Hands-On Introduction
- ISBN 13:
- 9781718502208
- author:
- Vasiliev, Yuli
- format:
- Paperback / softback
- publisher:
- No Starch Press,US
- language:
- English
- Publication Year:
- 2022
- Pages:
- 180
- Dimensions:
- 23.2 x 17.6 x 2.2 centimetres (0
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Python for Data Science A Hands-On Introduction by Yuli Vasiliev is an ideal introduction to data analysis with Python. This practical guide takes you through real-world examples and hands-on activities, teaching you how to write Python code to obtain, transform, and analyze data. You'll learn about Python's built-in data structures and its robust ecosystem of open-source libraries for data science, including NumPy, pandas, scikit-learn, matplotlib. Examples show how to load data in various formats, streamline, group, and aggregate data sets, and create charts, maps, and other visualizations. Later chapters demonstrate real-world data applications, such as using location data to power a taxi service, market basket analysis to identify items commonly purchased together, and machine learning to predict stock prices.
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