Learning Data Science: Data Wrangling, Exploration, Visualization, and Modeling with Python
Original price was: $89.99.$52.18Current price is: $52.18.
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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 data Pursue data collection that may involve text processing, web scraping, etc. Glean valuable insights about data through data cleaning, exploration, and visualization Learn how to use modeling to describe the data Generalize findings beyond the data
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Publisher : O’Reilly Media
Publication date : October 24, 2023
Edition : 1st
Language : English
Print length : 594 pages
ISBN-10 : 1098113004
ISBN-13 : 978-1098113001
Item Weight : 2.31 pounds
Dimensions : 7 x 1.25 x 9.25 inches
Best Sellers Rank: #1,239,165 in Books (See Top 100 in Books) #313 in Data Mining (Books) #925 in Python Programming #7,702 in Mathematics (Books)
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