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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights - Couverture souple
- ÉditeurPackt Publishing
- Date d'édition2020
- ISBN 10 1800565666
- ISBN 13 9781800565661
- ReliureBroché
- Langueanglais
- Nombre de pages436
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Python Data Cleaning Cookbook
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
Ancien ou d'occasion
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
Ancien ou d'occasion
Couverture souple
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
Ancien ou d'occasion
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
Ancien ou d'occasion
paperback
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
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Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights (Paperback or Softback)
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Packt Publishing 12/11/2020, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
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Python Data Cleaning Cookbook: Modern techniques and Python tools to detect and remove dirty data and extract key insights
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
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Python Data Cleaning Cookbook: Modern techniques and Python tools
Edité par
Packt Publishing, 2020
ISBN 10 : 1800565666
ISBN 13 : 9781800565661
Ancien ou d'occasion
Paperback
Vendeur : Optimon Books, Gravesend, KENT, Royaume-Uni
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Paperback. Etat : Good. Discover how to describe your data in detail, identify data issues, and find out how to solve them using commonly used techniques and tips and tricksKey FeaturesGet well-versed with various data cleaning techniques to reveal key insightsManipulate data of different complexities to shape them into the right form as per your business needsClean, monitor, and validate large data volumes to diagnose problems before moving on to data analysisBook DescriptionGetting clean data to reveal insights is essential, as directly jumping into data analysis without proper data cleaning may lead to incorrect results. This book shows you tools and techniques that you can apply to clean and handle data with Python. You'll begin by getting familiar with the shape of data by using practices that can be deployed routinely with most data sources. Then, the book teaches you how to manipulate data to get it into a useful form. You'll also learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified. Moving on, you'll perform key tasks, such as handling missing values, validating errors, removing duplicate data, monitoring high volumes of data, and handling outliers and invalid dates. Next, you'll cover recipes on using supervised learning and Naive Bayes analysis to identify unexpected values and classification errors, and generate visualizations for exploratory data analysis (EDA) to visualize unexpected values. Finally, you'll build functions and classes that you can reuse without modification when you have new data. By the end of this Python book, you'll be equipped with all the key skills that you need to clean data and diagnose problems within it.What you will learnFind out how to read and analyze data from a variety of sourcesProduce summaries of the attributes of data frames, columns, and rowsFilter data and select columns of interest that satisfy gi. N° de réf. du vendeur 405187
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