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Data science with Python and Dask /
Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models usi...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Shelter Island, NY :
Manning Publications,
[2019]
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Daniel, Jesse C., |e author. | |
| 245 | 1 | 0 | |a Data science with Python and Dask / |c Jesse C. Daniel. |
| 264 | 1 | |a Shelter Island, NY : |b Manning Publications, |c [2019] | |
| 264 | 4 | |c ©2019 | |
| 300 | |a 1 online resource : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Online resource; title from title page (Safari, viewed August 12, 2019). | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models using Dask-ML, build interactive visualizations, and build clusters using AWS and Docker. | ||
| 505 | 0 | |a Part 1. The building blocks of scalable computing. Why scalable computing matters -- Introducing Dask -- Part 2. Working with structured data using Dask DataFrames. Introducing Dask DataFrames -- Loading data into DataFrames -- Cleaning and transforming DataFrames -- Summarizing and analyzing DataFrames -- Visualizing DataFrames with Seaborn -- Visualizing location data with Datashader -- Part 3. Extending and deploying Dask. Working with bags and arrays -- Machine learning with Dask-ML -- Scaling and deploying Dask. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Electronic data processing |x Distributed processing. | |
| 650 | 0 | |a Information visualization. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Traitement réparti. | |
| 650 | 6 | |a Visualisation de l'information. | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Electronic data processing |x Distributed processing |2 fast | |
| 650 | 7 | |a Information visualization |2 fast | |
| 650 | 7 | |a Python (Computer program language) |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Daniel, Jesse C. |t Data science with Python and Dask. |d Shelter Island, NY : Manning Publications, [2019] |w (DLC) 2019285629 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781617295607/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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| 938 | |a YBP Library Services |b YANK |n 302274477 | ||
| 994 | |a 92 |b IZTAP | ||