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  4. Pandas In Action

Pandas In Action

Af: Boris Paskhover Engelsk Paperback

Pandas In Action

Af: Boris Paskhover Engelsk Paperback
Tjek vores konkurrenters priser
Pandas has rapidly become one of Python''s most popular data analysis libraries. With pandas you can efficiently sort, analyze, filter and munge almost any type of data. In   Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career.

about the technology

Anyone who’s used spreadsheet software will find pandas familiar. While its column-based grids might remind you of Excel or Google Sheets, pandas is more flexible and far more powerful. It can efficiently perform operations on millions of rows and be used in tandem with other Python libraries for statistics, machine learning, and more. And best of all, using pandas doesn’t mean sacrificing user productivity or needing to write tons of complex code. It’s clean, intuitive, and fast.

about the book

Pandas in Action  makes it easy to dive into Python-based data analysis. You’ll learn to use pandas to automate repetitive spreadsheet functionality and derive insight from data by sorting columns, filtering data subsets, and creating multi-leveled indices. Each chapter is a self-contained tutorial, letting you dip in when you need to troubleshoot tricky problems. Best of all, you won’t be learning from sterile or randomly created data. You’ll start with a variety of datasets that are big, small, incomplete, broken, and messy and learn how to clean and format them for proper analysis.
 

what''s inside

  • Import a CSV, identify issues with its data structures, and convert it to the proper format
  • Sort, filter, pivot, and draw conclusions from a dataset and its subsets
  • Identify trends from text-based and time-based data
  • Organize, group, merge, and join separate datasets
  • Real-world datasets that are easy to download and explore

about the reader

For readers experienced with spreadsheet software who know the basics of Python.

about the author

Boris Paskhaver  is a software engineer, Agile consultant, and educator. His six programming courses on Udemy have amassed 236,000 students, with an average course rating of 4.59 out of 5. He first used Python and the pandas library to derive a variety of business insights at the world’s #1 jobs site, Indeed.com.
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Tjek vores konkurrenters priser
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Tjek vores konkurrenters priser
Pandas has rapidly become one of Python''s most popular data analysis libraries. With pandas you can efficiently sort, analyze, filter and munge almost any type of data. In   Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career.

about the technology

Anyone who’s used spreadsheet software will find pandas familiar. While its column-based grids might remind you of Excel or Google Sheets, pandas is more flexible and far more powerful. It can efficiently perform operations on millions of rows and be used in tandem with other Python libraries for statistics, machine learning, and more. And best of all, using pandas doesn’t mean sacrificing user productivity or needing to write tons of complex code. It’s clean, intuitive, and fast.

about the book

Pandas in Action  makes it easy to dive into Python-based data analysis. You’ll learn to use pandas to automate repetitive spreadsheet functionality and derive insight from data by sorting columns, filtering data subsets, and creating multi-leveled indices. Each chapter is a self-contained tutorial, letting you dip in when you need to troubleshoot tricky problems. Best of all, you won’t be learning from sterile or randomly created data. You’ll start with a variety of datasets that are big, small, incomplete, broken, and messy and learn how to clean and format them for proper analysis.
 

what''s inside

  • Import a CSV, identify issues with its data structures, and convert it to the proper format
  • Sort, filter, pivot, and draw conclusions from a dataset and its subsets
  • Identify trends from text-based and time-based data
  • Organize, group, merge, and join separate datasets
  • Real-world datasets that are easy to download and explore

about the reader

For readers experienced with spreadsheet software who know the basics of Python.

about the author

Boris Paskhaver  is a software engineer, Agile consultant, and educator. His six programming courses on Udemy have amassed 236,000 students, with an average course rating of 4.59 out of 5. He first used Python and the pandas library to derive a variety of business insights at the world’s #1 jobs site, Indeed.com.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 525
ISBN-13: 9781617297434
Indbinding: Paperback
Udgave:
ISBN-10: 1617297437
Kategori: Databehandling og informationsteknologi
Udg. Dato: 20 okt 2021
Længde: 39mm
Bredde: 235mm
Højde: 187mm
Forlag: Manning Publications
Oplagsdato: 20 okt 2021
Forfatter(e): Boris Paskhover
Forfatter(e) Boris Paskhover

Kategori Databehandling og informationsteknologi

ISBN-13 9781617297434

Sprog Engelsk

Indbinding Paperback

Sider 525

Udgave

Længde 39mm

Bredde 235mm

Højde 187mm

Udg. Dato 20 okt 2021

Oplagsdato 20 okt 2021

Forlag Manning Publications