Lau, Sam
Learning Data Science: Data Wrangling, Exploration, Visualization, and Modeling with Python
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- ISBN 13:
- 9781098113001
- author:
- Lau, Sam
- format:
- Paperback
- publisher:
- O'Reilly Media
- language:
- English
- Publication Year:
- 2023
- Pages:
- 600
- Dimensions:
- 23.4 x 18.8 x 3.1 centimetres (1
- Genre:
- Science, Mathematics, Statistics,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Mastering data science requires more than just technical skills - it demands the ability to extract insights from messy data. This comprehensive guide covers the entire data science lifecycle, from collecting and wrangling data to drawing conclusions.
With a focus on Python programming and industry-standard tools like pandas, you'll learn how to refine your questions, collect valuable data, and gain actionable insights through data cleaning, exploration, and visualization. You'll also discover how to use modeling to describe the data and generalize your findings beyond the data itself.
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