ENGLISH

Learning Data Science: Data Wrangling, Exploration, Visualization, and Modeling with Python (Final)

By Sam Lau

Book information

Publisher
O'Reilly Media
Year
2023
ISBN
9781098113001
Language
english
Format
EPUB
Filesize
16 MB (16417408 bytes)
Pages
594\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2023-09-21 18:16:41

Description

As an aspiring data scientist, you appreciate why organizations rely on data for important decisions—whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. Refine a question of interest to one that can be studied with...

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